EdX.csv

Name,University,Difficulty Level,Link,About,Course Description
How to Learn Online,edX,Beginner,https://www.edx.org/course/how-to-learn-online,Learn essential strategies for successful online learning,"Designed for those who are new to elearning, this course will prepare you with strategies to be a successful online learner.The edX learning design team has curated some of the most powerful, science-backed techniques which you can start using right away and on any learning platform.The Verified Certificate for this course is free. Use the following coupon code before September 1, 2020 to upgrade at no cost to you: Y5ZADM5NU2AN5JU7This course will help you answer the following questions: Education & Teacher Training"
Programming for Everybody (Getting Started with Python),The University of Michigan,Beginner,https://www.edx.org/course/programming-for-everybody-getting-started-with-pyt,"This course is a ""no prerequisite"" introduction to Python Programming. You will learn about variables, conditional execution, repeated execution and how we use functions. The homework is done in a web browser so you can do all of the programming assignments on a phone or public computer.","This course aims to teach everyone the basics of programming computers using Python. We cover the basics of how one constructs a program from a series of simple instructions in Python. The course has no pre-requisites and avoids all but the simplest mathematics. Anyone with moderate computer experience should be able to master the materials in this course. This course will cover Chapters 1-5 of the textbook ""Python for Everybody"". Once a student completes this course, they will be ready to take more advanced programming courses. This course covers Python 3. Computer Science"
CS50's Introduction to Computer Science,Harvard University,Beginner,https://www.edx.org/course/cs50s-introduction-to-computer-science,An introduction to the intellectual enterprises of computer science and the art of programming.,"This is CS50x , Harvard University's introduction to the intellectual enterprises of computer science and the art of programming for majors and non-majors alike, with or without prior programming experience. An entry-level course taught by David J. Malan, CS50x teaches students how to think algorithmically and solve problems efficiently. Topics include abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web development. Languages include C, Python, SQL, and JavaScript plus CSS and HTML. Problem sets inspired by real-world domains of biology, cryptography, finance, forensics, and gaming. The on-campus version of CS50x , CS50, is Harvard's largest course. Students who earn a satisfactory score on 9 problem sets (i.e., programming assignments) and a final project are eligible for a certificate. This is a self-paced course–you may take CS50x on your own schedule.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Computer Science"
The Analytics Edge,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/the-analytics-edge,"Through inspiring examples and stories, discover the power of data and use analytics to provide an edge to your career and your life.","In the last decade, the amount of data available to organizations has reached unprecedented levels. Data is transforming business, social interactions, and the future of our society. In this course, you will learn how to use data and analytics to give an edge to your career and your life. We will examine real world examples of how analytics have been used to significantly improve a business or industry. These examples include Moneyball, eHarmony, the Framingham Heart Study, Twitter, IBM Watson, and Netflix. Through these examples and many more, we will teach you the following analytics methods: linear regression, logistic regression, trees, text analytics, clustering, visualization, and optimization. We will be using the statistical software R to build models and work with data. The contents of this course are essentially the same as those of the corresponding MIT class (The Analytics Edge). It is a challenging class, but it will enable you to apply analytics to real-world applications.The class will consist of lecture videos, which are broken into small pieces, usually between 4 and 8 minutes each. After each lecture piece, we will ask you a ""quick question"" to assess your understanding of the material. There will also be a recitation, in which one of the teaching assistants will go over the methods introduced with a new example and data set. Each week will have a homework assignment that involves working in R or LibreOffice with various data sets. (R is a free statistical and computing software environment we'll use in the course. See the Software FAQ below for more info). At the end of the class there will be a final exam, which will be similar to the homework assignments. Data Analysis & Statistics"
Marketing Analytics: Marketing Measurement Strategy,"University of California, Berkeley",Beginner,https://www.edx.org/course/marketing-analytics-marketing-measurement-strategy,This course is part of a MicroMasters® Program,"Begin your journey in a new career in marketing analytics. Learn about powerful strategies and methodology, starting with identifying market trends and metrics used to measure marketing success.In this marketing course, you will learn how to execute market sizing, identify market trends, and predict future conditions.This course is taught by Stephan Sorger who has held leadership roles in marketing and product development at companies such as Oracle, 3Com and NASA. He has also taught for over a decade at UC Berkeley Extension and is the author of two widely adopted marketing textbooks. This course will equip you with the knowledge and skills necessary to immediately see practical benefits in the workplace.Analytics-based marketing is increasingly important in determining a company’s spending and ROI. Many entry-level positions in marketing now require some basic level of knowledge in this rapidly growing field. Computer Science"
Introduction to Project Management,University of Adelaide,Beginner,https://www.edx.org/course/introduction-to-project-management,Learn the principles of project management and apply them in your own work and life.,"Project management is an essential skill-set for many careers and in many contexts in our lives. Introduction to Project Management is an ideal starting point if you need to manage projects at work or at home, while not necessarily being a formally trained project manager. It is also suitable if you are considering undertaking a project in the near future and are seeking to learn and apply essential project management knowledge and skills.To deliver a project successfully, it’s important to start by clearly identifying what the project is, and what its outcomes will be. In the course, we will show you practical ways to explore and understand your goals from the outset of your project, and to consider all the factors that may affect its execution. Step by step you will learn how to plan, scope, schedule, cost and manage your project from beginning to end. Since every project relies on the people who are delivering it, the course also enables you to explore how you can effectively communicate, manage people and employ leadership skills to successfully deliver your own project.In Introduction to Project Management, you will learn practical ways to use project management skills, whether your project is large or small. Join us to explore how you can benefit from using project management techniques in your own projects. Business & Management"
Leading High-Performing Teams,The University of Queensland,Intermediate,https://www.edx.org/course/leading-high-performing-teams,"Learn how to motivate, engage and empower people to build effective and high performing teams.","This course will blend business theory and real-world insights to teach you the skills you need to better lead people and teams within your organization. Key topics will include motivation, communication, conflict management, team dynamics, and development of a healthy organizational culture.These “people skills” rank among the most challenging competencies for both novice and experienced leaders. This course will challenge you to understand your followers on a deeper level, as well as help you to reflect and improve on your own leadership practice.The course will draw on knowledge from psychology, human resource management, and organizational behavior, as well as the expertise of the management faculty and the The University of Queensland. Through a series of engaging videos, interviews, written reflections, peer feedback, self-insight activities, and simulations, we unpack the ingredients that are critical for developing more effective people and higher performing teams. Communication"
The Foundations of Happiness at Work,"University of California, Berkeley",Beginner,https://www.edx.org/course/the-foundations-of-happiness-at-work,Learn why happiness at work matters and how to increase it within yourself and across your organization.,"This course explains what happiness at work looks like, why it matters, and how to cultivate it.It begins by defining happiness and making the case that happiness at work improves the performance of individual employees and organizations as a whole, increasing innovation, productivity, engagement, retention, and the quality of their work. It then explores the key factors that empirical research has linked to workplace happiness, zeroing in on practices such as gratitude, developing a strong sense of purpose, and forming authentic, cooperative connections with others. The course will also highlight common barriers to workplace happiness, both at the individual and cultural level.Finally, the course presents a practical framework for workplace happiness and explores accessible techniques for: a) evaluating happiness in an organization, b) creating an effective strategy to increase workplace happiness, and c) implementing that strategy in your own work life, within your team, or across the culture of your organization, with special tips for workplace leaders.The course instructors are expert faculty from UC Berkeley’s Greater Good Science Center, Dacher Keltner, Ph.D., and Emiliana Simon-Thomas, Ph.D., whose earlier edX course, The Science of Happiness, has been a global phenomenon, introducing a half million students worldwide to the research-based keys to a happy, meaningful life. In this course, they tailor their scientific insights to the needs of the modern workplace. Business & Management"
"Managing Study, Stress and Mental Health at University",Curtin University,Beginner,https://www.edx.org/course/managing-study-stress-and-mental-health-at-univers,"Develop a clearer understanding of what mental health is, and learn how best to recognise and respond to mental health concerns, such as negative thoughts and behaviours, in yourself and others.","This short course is a German-Australian collaboration developed in response to the growing need to provide students with the knowledge, skills, and understanding to recognise, identify and respond to mental health challenges in themselves and others. The course is primarily for university students and those working in the tertiary education and local community sectors.We are grateful to the following organisations for their contribution to and continued support of this MOOC:In this course, you will: Health & Safety"
Six Sigma: Define and Measure,Technische Universität München,Beginner,https://www.edx.org/course/six-sigma-define-and-measure,"An introduction to the Six Sigma methodology and the DMAIC cycle for process improvement with a focus on the Define and Measure phases, including basic statistics for understanding sampling plans and calculating process capability.","Understand the background and meaning of Six Sigma and the five steps of the DMAIC process improvement flow: Define, Measure, Analyze, Improve and Control. Discuss what ""Quality"" means and how to identify the Voice of the Customer.You will learn how to set an improvement project goal, calculate process yield, and identify Critical-to-Quality parameters.You will learn how to map a process and to use the necessary statistical techniques to establish the baseline performance of a process and to calculate the process capability.To complement the lectures, we provide interactive exercises, which allow learners to see the statistics ""in action."" Learners then master the statistical concepts by completing practice problems. These are then reinforced using interactive case studies, which illustrate the application of the statistics in quality improvement situations.Upon successful completion of this program, learners will earn the TUM Lean and Six Sigma Yellow Belt certification, confirming mastery of Lean Six Sigma fundamentals to a Green Belt level. The material is based on the American Society for Quality (www.asq.org) Body of Knowledge up to a Green Belt Level. The Professional Certificate is designed as preparation for a Lean Six Sigma Green Belt exam. Business & Management"
Fat Chance: Probability from the Ground Up,Harvard University,Beginner,https://www.edx.org/course/fat-chance-probability-from-the-ground-up-2,Increase your quantitative reasoning skills through a deeper understanding of probability and statistics.,"Created specifically for those who are new to the study of probability, or for those who are seeking an approachable review of core concepts prior to enrolling in a college-level statistics course, Fat Chance prioritizes the development of a mathematical mode of thought over rote memorization of terms and formulae. Through highly visual lessons and guided practice, this course explores the quantitative reasoning behind probability and the cumulative nature of mathematics by tracing probability and statistics back to a foundation in the principles of counting. In Modules 1 and 2, you will be introduced to basic counting skills that you will build upon throughout the course. In Module 3, you will apply those skills to simple problems in probability. In Modules 4 through 6, you will explore how those ideas and techniques can be adapted to answer a greater range of probability problems. Lastly, in Module 7, you will be introduced to statistics through the notion of expected value, variance, and the normal distribution. You will see how to use these ideas to approximate probabilities in situations where it is difficult to calculate their exact values. Math"
Chasing your Dream: How to End Procrastination and Get a Job You Love,National Research Nuclear University,Beginner,https://www.edx.org/course/chasing-your-dream-how-to-end-procrastination-and,"According to the old saying, ""Choose a job you love, and you will never have to work a day in your life."" This courseis geared toward helping you find real purpose in your work and becoming the best version of yourself.","Do you love your job, do you wake up every morning all eager about it? Are you ready to do what you have chosen for the rest of your life? When you are off the chosen track, are you impatient to snap into action immediately to start working more effectively and overcome the difficulties? Is your life full of purpose, are you of any use to other people? If your answer to all the above questions is ""Yes"" then congratulations, you're doing great! However, most people share at least some level of insecurity about their work and their future. If that sounds more like you, here's a follow-up question: have you done anything to change it? Or are you planning to put up with that for the time being? This course is for those who may feel a little stuck in their careers. It draws from academic teachings in motivation and positive psychology from universities like Harvard andMoscow State University and combines those with cultural studies from Tibet. You'll learn how to resist procrastination and engage a process of self-determination. You'll find ways to contend with the ""bumps"" that prevent us from moving in the direction. This course can't promise a magic pill, butit will offer the tools for solvingkey problems thatcan hinder self-fulfillment. You willgain the basic skills of self-development, explore some well-considered hypotheses of future development, and build the toolsyou'll need to follow your passion and succeed. Communication"
English Grammar and Style,The University of Queensland,Beginner,https://www.edx.org/course/english-grammar-and-style,Learn key concepts and strategies in grammar and style to help enhance your writing and confidently respond to the demand of high levels of literacy in the 21st century.,"With the rise of social media and the Internet, many people are writing more today for different mediums than ever before. We'll present materials that cover grammatical principles, word usage, writing style, sentence and paragraph structure, and punctuation. We'll introduce you to some marvelous resources that we have annotated for your guidance. We'll show you video clips of interviews conducted with distinguished grammarians, challenge you with quizzes and writing activities that will give you strategies to help you to build skills that will enhance the quality of your writing, and invite you to participate in discussions and assess the work of your peers. Humanities"
Ethics in Action,SDG Academy,Intermediate,https://www.edx.org/course/ethics-in-action,What do the world's great religious and secular philosophies have to say about ethical conduct? Which virtues are common across faiths? And what role do religious communities have to play in building a more just and sustainable world?,"The challenges of sustainable development are more than technical or political--they are also moral, calling on us to examine who we are as human beings, and who we want to be going forward. This examination of what makes a ""good person""--called virtue ethics--has long been the purview of philosophers and theologians. So what do the world's great religious and secular philosophies have to say about ethical conduct? Which virtues are common across creeds and cultures? And what role do ethics, spirituality, and religious communities have to play in sustainable development? In 2016, distinguished leaders from the world's major religious traditions, philosophers, scholars, and scientists were invited by Pope Francis to the Vatican for a series of meetings. Known as the Ethics in Action initiative, these meetings sought to promote dialogue and find consensus about the values needed to advance transformative action for our common home and the human family. This course features Ethics in Action meeting participants, as well as other leading voices, and discusses the perspectives of some of the world's great traditions and their role in addressing our world's most pressing challenges, including poverty, corruption, and climate change. It presents multi-faith cooperation as essential for achieving sustainable development, and calls for the development of a new shared virtue ethics to bring us all into a sustainable and peaceful future. This course is for:  Ethics"
Introduction to FinTech,University of Hong Kong,Beginner,https://www.edx.org/course/introduction-to-fintech,"Learn from leading academics and practitioners from around the world about the innovations, technology and regulation driving the transformation of finance."," Over the past decade emerging technologies, paired with massive changes in regulations, have driven an unprecedented transformation of finance around the world. This process is happening more rapidly in China and Asia than anywhere else. This course is designed to explore FinTech fundamentals and help make sense of this wave of change as it happens.New players such as start-ups and technology firms are challenging traditional players in finance, bringing democratization, inclusion and disruption. Companies engaged in social media, e-commerce, and telecommunications, as well as, companies and start-ups with large customer data pools, creative energies, and technical capacities, have brought competition to the existing financial infrastructure and are remaking the industry.These transformations have not only created challenges but also unprecedented opportunities, building synergies with new business and regulatory models, particularly in emerging markets and developing countries. To meet these changes, 21st-century professionals and students must be equipped with up-to-date knowledge of the industry and its incredible evolution. This course - designed by HKU with the support of SuperCharger and the Centre for Finance, Technology and Education - is designed to enable learners with the necessary tools to understand the complex interaction of finance, technology and regulation.In this course, through a series of video lectures, case studies, and assessments you will explore the major areas of FinTech including, beginning with What is FinTech before turning to Money, Payment and Emerging Technologies, Digital Finance and Alternative Finance, FinTech Regulation and RegTech, Data and Security, and the Future of Data Driven Finance, as well as, the core technologies driving FinTech including Blockchain, AI and Big Data. These will set the stage for understanding the FinTech landscape and ecosystem and grappling with the potential direction of future change.**** Economics & Finance"
Data Science: R Basics,Harvard University,Beginner,https://www.edx.org/course/data-science-r-basics,"Build a foundation in R and learn how to wrangle, analyze, and visualize data.","The first in our Professional Certificate Program in Data Science, this course will introduce you to the basics of R programming. You can better retain R when you learn it to solve a specific problem, so you'll use a real-world dataset about crime in the United States. You will learn the R skills needed to answer essential questions about differences in crime across the different states. We'll cover R's functions and data types, then tackle how to operate on vectors and when to use advanced functions like sorting. You'll learn how to apply general programming features like ""if-else,"" and ""for loop"" commands, and how to wrangle, analyze and visualize data. Rather than covering every R skill you might need, you'll build a strong foundation to prepare you for the more in-depth courses later in the series, where we cover concepts like probability, inference, regression, and machine learning. We help you develop a skill set that includes R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux, version control with git and GitHub, and reproducible document preparation with RStudio. The demand for skilled data science practitioners is rapidly growing, and this series prepares you to tackle real-world data analysis challenges. Data Analysis & Statistics"
Python Basics for Data Science,IBM,Beginner,https://www.edx.org/course/python-basics-for-data-science,"This Python course provides a beginner-friendly introduction to Python for Data Science. Practice through lab exercises, and you'll be ready to create your first Python scripts on your own!","Kickstart your learning of Python for data science, as well as programming in general with this introduction to Python course. This beginner-friendly Python course will quickly take you from zero to programming in Python in a matter of hours and give you a taste of how to start working with data in Python. ~~~~Upon its completion, you'll be able to write your own Python scripts and perform basic hands-on data analysis using our Jupyter-based lab environment. If you want to learn Python from scratch, this course is for you.You can start creating your own data science projects and collaborating with other data scientists using IBM Watson Studio. When you sign up, you will receive free access to Watson Studio. Start now and take advantage of this platform and learn the basics of programming, machine learning, and data visualization with this Beginner course.The objectives of this course is to get you started with Python as the programming language and give you a taste of how to start working with data in Python.In this course you will learn about: Data Analysis & Statistics"
The Science of Beer,Wageningen University & Research,Beginner,https://www.edx.org/course/the-science-of-beer,"Are you interested in more than just the taste of beer? Discover what's in your beer, howit's made and marketed and the effectit hason your body and health."," Have you ever taken a sip of beer and wondered why it tastes a certain way or what effect the alcohol has on your body?In this course, you will learn all about beer, including how it's made, the raw materials used, it's supply chain, how it's marketed and the effect of beer consumption on your body.After this course, tasting a beer will be an entirely new sensation: you will enjoy it even more since you will better understand what's inside your drink. Not to mention, to be a responsible drinker it is important to know what effects beer has on your health. You will gain a natural view on this, allowing you to form your own well-grounded opinion.This MOOC is developed by students of Wageningen University & Research in honour of the 100 year anniversary of the university. The students have received guidance from professors and experts in the field of food production, health risks, marketing, logistics and sustainable supply chains to ensure a high-quality learning experience for everyone. In this MOOC your teachers will truly be your peers!So, are you interested in the science behind your beer? Register for this course now! Food & Nutrition"
Strategic Social Media Marketing,Boston University,Advanced,https://www.edx.org/course/strategic-social-media-marketing,Learn how to drive social media engagement by linking strategy and tactics and measuring results.,"Social media technologies are continuously transforming the ways consumers interact with each other and firms. These changes constitute a fundamental shift in the marketplace--consumers have greater opportunities to voice their opinions and connect with their peers as well as increased influence over marketers and brands. In this course, part of the Digital Product Management MicroMasters program, we examine how organizations capitalize on social media and consumer-to-consumer interactions to support their marketing efforts. We view these issues from a strategic and a practical perspective, rather than a technical or platform perspective. We will give you the knowledge you need to create engaging content for platforms such as Facebook, Instagram, Twitter, and Snapchat and how to identify influencers, deliver content to a targeted audience, and measure the success of your efforts. Understanding social media is crucial for product managers who will be operating in a digital environment. Product managers will learn how to use social media conversations to inform their decision-making and how to leverage social media to promote their products, services and the brand. Additionally, learners will gain an understanding of how social media can be used to achieve specific organizational objectives and to measure the effectiveness of those efforts. Business & Management"
CS50's Introduction to Artificial Intelligence with Python,Harvard University,Beginner,https://www.edx.org/course/cs50s-introduction-to-artificial-intelligence-with-python,Learn to use machine learning in Python in this Beginner course on artificial intelligence.,"AI is transforming how we live, work, and play. By enabling new technologies like self-driving cars and recommendation systems or improving old ones like medical diagnostics and search engines, the demand for expertise in AI and machine learning is growing rapidly. This course will enable you to take the first step toward solving important real-world problems and future-proofing your career.CS50’s Introduction to Artificial Intelligence with Python explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs. By course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own.Enroll now to gain expertise in one of the fastest-growing domains of computer science from the creators of one of the most popular computer science courses ever, CS50. You’ll learn the theoretical frameworks that enable these new technologies while gaining practical experience in how to apply these powerful techniques in your work. Computer Science"
Rhetoric: The Art of Persuasive Writing and Public Speaking,Harvard University,Beginner,https://www.edx.org/course/rhetoric-art-of-persuasive-writing-public-speaking,Gain critical communication skills in writing and public speaking with this introduction to American political rhetoric.,"We are living in a contentious time in history. Fundamental disagreements on critical policy, economic, and political issues make it essential to learn how to compose an effectiveargument and to analyze the arguments of others. This ability will help you engage in civil discourse and make needed changes in society. Conveying a convincing message can benefit your personal, public, and professional lives.This course is an introduction to the theory and practice of rhetoric, the art of persuasive writing and speech. In it, you will learn to construct and defend compelling arguments, a crucial skill in many settings. We will be using selected speeches from prominent twentieth-century Americans -- including Martin Luther King Jr., John F. Kennedy, Margaret Chase Smith, Ronald Reagan, and more -- to explore and analyze rhetorical structure and style. Through this analysis, you will learn how speakers and writers persuade an audience to adopt their point of view.Built around Harvard Professor James Engell's on-campus course, ""Elements of Rhetoric,"" this course will help you analyze and apply rhetorical structure and style, appreciate the relevance of persuasive communication in your own life, and understand how to persuade and recognize when someone is trying to persuade you. You will be inspired to share your viewpoint and discover the most powerful ways to convince others to champion your cause. Join us to find your voice! Humanities"
CS50's Web Programming with Python and JavaScript,Harvard University,Intermediate,https://www.edx.org/course/cs50s-web-programming-with-python-and-javascript,"This course picks up where CS50 leaves off, diving more deeply into the design and implementation of web apps with Python, JavaScript, and SQL using frameworks like Django, React, and Bootstrap.","Topics include database design, scalability, security, and user experience. Through hands-on projects, you'll learn to write and use APIs, create interactive UIs, and leverage cloud services like GitHub and Heroku. By course's end, you'll emerge with knowledge and experience in principles, languages, and tools that empower you to design and deploy applications on the Internet. Computer Science"
Contract Law: From Trust to Promise to Contract,Harvard University,Intermediate,https://www.edx.org/course/contract-law-from-trust-to-promise-to-contract,"Contracts are a part of our everyday life, arising in collaboration, trust, promise and credit. How are contracts formed? What makes a contract enforceable? What happens when one party breaks a promise?","Learn about contracts from Harvard Law Professor Charles Fried, one of the world's leading authorities on contract law. Contracts are promises that the law will enforce. But when will the law refuse to honor a promise? What happens when one party does not hold to their part of the deal? This version of the course adds new units on Interpretation, Agency, Partnerships, Corporations, and Government Regulation.We are exposed to contracts in all areas of our life -- agreeing to terms when downloading a new computer program, hiring a contractor to repair a leaking roof, and even ordering a meal at a restaurant. Knowing the principles of contracts is not just a skill needed by lawyers, it illuminates for everyone a crucial institution that we use all the time and generally take for granted.This contract law course, with new materials and updated case examples, is designed to introduce the range of issues that arise when entering and enforcing contracts. It will provide an introduction to what a contract is and also analyze the purpose and significance of contracts. Then, it will discuss the intent to create legal relations, legality and morality, and the distinction between gifts and bargains. The course also investigates common pitfalls: one-sided promises, mistake, fraud, and frustration. With the knowledge of what makes contracts and how they can go wrong, Professor Fried will discuss remedies and specific performance. Finally, Professor Fried will introduce how contracts can create rights for third parties.The course's instructor, Charles Fried, has been teaching at Harvard Law School for more than 50 years and has written extensively on contracts. Not only is Professor Fried a leading authority on contract law, but he also utilizes a story-telling approach to explaining the topic, which creates a unique and interesting class experience. Business & Management"
"Fundamentals of Neuroscience, Part 1: The Electrical Properties of the Neuron",Harvard University,Beginner,https://www.edx.org/course/fundamentals-of-neuroscience-part-1-the-electrical,Learn how electricity makes the neurons in your brain tick.,"Fundamentals of Neuroscience is a three-courseseries that explores the structure and function of the nervous system—from the inner workings of a single nerve cell to the staggering complexity of the brain and the social interactions they enable. In this first course, you'll learn how individual neurons use electricity to transmit information. You'll build a neuron, piece by piece, using interactive simulations, then travel around Harvard's campus, where you'll see the inner workings of a lab and learn how to conduct DIY neuroscience experiments on your own. Join us as we study the electrical properties in individual neurons, building a foundation for understanding the function of the entire nervous system. Biology & Life Sciences"
Justice,Harvard University,Beginner,https://www.edx.org/course/justice-2,This introduction to moral and political philosophy is one of the most popular courses taught at Harvard College.,"Taught by lauded Harvard professor Michael Sandel, Justice explores critical analysis of classical and contemporary theories of justice, including discussion of present-day applications. Topics include affirmative action, income distribution, same-sex marriage, the role of markets, debates about rights (human rights and property rights), arguments for and against equality, dilemmas of loyalty in public and private life. The course invites learners to subject their own views on these controversies to critical examination.The principal readings for the course are texts by Aristotle, John Locke, Immanuel Kant, John Stuart Mill, and John Rawls. Other assigned readings include writings by contemporary philosophers, court cases, and articles about political controversies that raise philosophical questions. Humanities"
Data Science: Machine Learning,Harvard University,Beginner,https://www.edx.org/course/data-science-machine-learning,Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.,"Perhaps the most popular data science methodologies come from machine learning. What distinguishes machine learning from other computer guided decision processes is that it builds prediction algorithms using data. Some of the most popular products that use machine learning include the handwriting readers implemented by the postal service, speech recognition, movie recommendation systems, and spam detectors. In this course,part ofourProfessional Certificate Program in Data Science, you will learn popular machine learning algorithms, principal component analysis, and regularization by building a movie recommendation system. You will learn about training data, and how to use a set of data to discover potentially predictive relationships. As you build the movie recommendation system, you will learn how to train algorithms using training data so you can predict the outcome for future datasets. You will also learn about overtraining and techniques to avoid it such as cross-validation. All of these skills are fundamental to machine learning. Data Analysis & Statistics"
Child Protection: Children's Rights in Theory and Practice,Harvard University,Beginner,https://www.edx.org/course/child-protection-childrens-rights-in-theory-and-pr,"Learn how to protect children from violence, exploitation, and neglect through law, policy, and practice in a human rights framework.","Across the world, children are at riskfrom violence, abuse, exploitation, and neglect. Conflict and natural disasters have forced millions to flee their homes and confront the dangers of migration and displacement. Commercial sexual exploitation and trafficking, child labor, and child marriage are problems in many countries. At-risk children and adolescents need their rights enforcedif we are to protect them from harm and to ensure that they develop to their full potential. Led by Jacqueline Bhabha, Research Director of the Harvard FXB Center for Health and Human Rights, this course will teach you the causes and consequences of child protection failures. You will consider the strategies, international laws, standards, and resources required to protect all children. You will be able to link legal frameworks and child-rights approaches to the work of policymakers, lawyers, health workers, educators, law enforcement, and social workers. Learners will come to understand how they can ensure the protection of children and apply child protection strategies to their own work. Join Harvard faculty, practitioners, and a global community of learners to master a child-centered systems approach to preventing and responding to violence, exploitation, and abuse against children. Social Sciences"
IELTS Academic Test Preparation,The University of Queensland,Beginner,https://www.edx.org/course/ielts-academic-test-preparation,"Prepare for the IELTS Academic tests in this comprehensive, self-paced course covering listening, speaking, reading and writing.","IELTS is the world's most popular English language test for those wanting to study in higher education in an English-speaking country.This IELTS course will prepare you to take the IELTS Academic tests with confidence. You will have immediate access to over 80 hours of interactive practice materials covering each of the four skills: listening, speaking, reading and writing.This innovative preparation course has been designed and written by experienced English teaching professionals from The University of Queensland, an IELTS testing centre and one of the world's leading centres of learning. All of the course writers have extensive experience enabling students to reach their academic IELTS goal of entering a university where English is the primary language.Each section of this course includes engaging multi-media presentations reviewing key test-taking skills, strategies and techniques. These are accompanied by a wide variety of authentic IELTS-style exercises and interactive activities that provide focused practice of the skills, strategies and techniques that you need to perform at your best.In the new release of this IELTS preparation course, you will find a number of enhancements to an already-successful formula. The course appears with new videos and improvements to the explanation of answers as well as a number of new and engaging practice activities. Significantly, we have responded to requests from existing users to offer more comprehensive feedback on your writing using several new features.As the course is self-paced, you can complete all of the course units in sequence, or only select the areas you want to focus on to prepare for the IELTS Academic tests. In completing this course, you will feel fully prepared to complete the IELTS Academic tests.Students who select Verified enrolment in this course will have access to additional materials provided by the IELTSx course team. Communication"
The Architectural Imagination,Harvard University,Beginner,https://www.edx.org/course/the-architectural-imagination,Learn fundamental principles of architecture — as an academic subject or a professional career — by studying some of history’s most important buildings.,"Architecture engages a culture’s deepest social values and expresses them in material, aesthetic form. This course will teach you how to understand architecture as both cultural expression and technical achievement. Vivid analyses of exemplary buildings, and hands-on exercises in drawing and modeling, will bring you closer to the work of architects and historians.The first part of the course introduces the idea of the architectural imagination. Perspective drawing and architectural typology are explored and you will be introduced to some of the challenges in writing architectural history.Then we address technology as a component of architecture. You will discover ways that innovative technology can enable and promote new aesthetic experiences, or disrupt age-old traditions. Technological advances changed what could be built, and even what could even be thought of as architecture.Finally, we'll confront architecture’s complex relationship to its social and historical contexts and its audiences, achievements, and aspirations. You will learn about architecture’s power of representation and see how it can produce collective meaning and memory.Architecture is one of the most complexly negotiated and globally recognized cultural practices, both as an academic subject and a professional career. Its production involves all of the technical, aesthetic, political, and economic issues at play within a given society. Join us as we examine how architecture engages, mediates, and expresses a culture’s complex aspirations.This course is eligible for American Institute of Architects (AIA) continuing education units (CEUs). Enroll in the course to learn more about options for earning credit. Architecture"
TOEFL® Test Preparation: The Insider’s Guide,Educational Testing Service,Beginner,https://www.edx.org/course/toefl-test-preparation-the-insiders-guide,Prepare for the TOEFL® test and learn how to improve your score and English language skills from the experts who create the exam.,"This test preparation course, developed by the experts who create, administer and score the TOEFL test, will help English language learners improve their skills.The TOEFL test is the world’s most trusted and widely accepted English-language assessment. It has helped millions of people achieve their dreams to study, work or live abroad. More than 11,000 institutions of higher education, government agencies and organizations worldwide accept TOEFL scores for making important decisions.This course will help you understand what you can do to achieve your best TOEFL test score. Instructors will guide you through each section (Reading, Listening, Speaking and Writing) and, using archived past test questions, will explain the kinds of questions you can expect. You will receive valuable advice, including how to register for the test, how it is scored and how to prepare for test day.This course is highly interactive, using videos, sample questions with explanations, short quizzes and collaborative discussion boards. You will also have access to real test materials from past tests. During the weeks covering Speaking and Writing, all course participants can receive scores for their practice-test responses.In addition, there will be free resources and discounted test prep offers throughout the course. Finally, you will receive valuable insider tips to help you do your best on the TOEFL test so you can apply to the university or job of your dreams.Who takes the TOEFL test? More than 30 million people from all over the world have taken the TOEFL test to demonstrate their English-language proficiency.In response to the global pandemic, ETS is temporarily offering the TOEFL iBT Special Home Edition to meet the needs of students who are unable to take the TOEFL iBT test at a test center. The Special Home Edition is the same TOEFL iBT test -- identical in content, format, scoring and on-screen experience -- just taken from home on your own computer and monitored by a human proctor online. This course will help you prepare for the TOEFL iBT test, regardless of where you take it. Communication"
Principles of Biochemistry,Harvard University,Intermediate,https://www.edx.org/course/principles-of-biochemistry,"This introduction to biochemistry explores the molecules of life, starting at simple building blocks and culminating in complex metabolism.","Principles of Biochemistry integrates an introduction to the structure of macromolecules and a biochemical approach to cellular function. Topics addressing protein function will include enzyme kinetics, the characterization of major metabolic pathways and their interconnection into tightly regulated networks, and the manipulation of enzymes and pathways with mutations or drugs. An exploration of simple cells (red blood cells) to more complex tissues (muscle and liver) will be used as a framework to discuss the progression in metabolic complexity. Learners will also develop problem solving and analytical skills that are more generally applicable to the life sciences. Medicine"
Using Python for Research,Harvard University,Intermediate,https://www.edx.org/course/using-python-for-research,Take your Beginner knowledge of Python programming to the next level and learn how to use Python 3 for your research.,"This course bridges the gap between Beginner and advanced courses in Python. While there are many excellent Beginner Python courses available, most typically do not go deep enough for you to apply your Python skills to research projects. In this course, after first reviewing the basics of Python 3, we learn about tools commonly used in research settings. This version of the course includes a new module on statistical learning.Using a combination of a guided introduction and more independent in-depth exploration, you will get to practice your new Python skills with various case studies chosen for their scientific breadth and their coverage of different Python features. Computer Science"
Hinduism Through Its Scriptures,Harvard University,Beginner,https://www.edx.org/course/hinduism-through-its-scriptures,"Learn about the rich diversity of Hindu sacred texts – hymns, narratives, philosophical thought – and their interpretations.","Ever wondered about the sacred scriptures that have sustained for millennia one of the oldest and most diverse religions of the world - Hinduism? Want to discover the lessons this history may offer mankind in the 21st century?This religion course introduces the rich and diverse textual sources from which millions of Hindus have drawn religious inspiration for millennia. The Bhagavad Gita has offered philosophical insights to a number of modern thinkers. This course will introduce important passages from important Hindu sacred texts, their interpretations by moderns and will give you an opportunity to engage with them. Humanities"
Basic Spanish 1: Getting Started,Universitat Politècnica de Valencia,Beginner,https://www.edx.org/course/basic-spanish-1-getting-started,"Learn Spanish and explore Spanish culture in this Beginner language course, designed for English speakers.","This 7-week Spanish language course is aimed at students who would like to learn conversational Spanish starting with Spanish basics. The course introduces everyday language and includes activities to practice all four language skills: reading comprehension, writing, listening comprehension and speaking.This course will introduce you to the A1 proficiency level as described in the Common European Framework of Reference for Languages (CEFRL, Council of Europe 2001). After completing this course, you will be prepared to introduce yourself, ask basic questions, and conduct a brief conversation in Spanish.This course uses reference materials, cultural notes, grammar explanations, functions of language, etc. Students will be able to monitor their progress by taking a number of performance tests and a final achievement test. Communication"
The Health Effects of Climate Change,Harvard University,Beginner,https://www.edx.org/course/the-health-effects-of-climate-change,"Learnhow global warming impacts human health, and the wayswe can diminish those impacts.","Our world's climate is changing. Of the top twenty hottest years ever recorded, sixteen have occurred in the last two decades. This warming has already had a profound effect. Many feel powerless in the face of this challenge, but you can make a difference. By looking at air quality, nutrition, infectious diseases, and human migration, this course will show you how increases in greenhouse gases impact public health. Experts working in a variety of settings will present their recommendations for responding to these challenges, and interested students will have the opportunity to learn about the research methods that measure the health effects of climate change. Created with support from the Harvard Global Health Institute, this course will explain how climate change impacts people around the globe, but also how it directly affects you and your life. Though your riskrises with the rising global temperatures, climate change is a solvable problem, and there are things you can do to mitigate that risk. This course is not an elegy for the planet, but a call to action. Enroll now to learn what you can do to reduce the harm caused by global warming. Environmental Studies"
Statistics and R,Harvard University,Intermediate,https://www.edx.org/course/statistics-and-r,An introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.,"This course teaches the R programming language in the context of statistical data and statistical analysis in the life sciences.We will learn the basics of statistical inference in order to understand and compute p-values and confidence intervals, all while analyzing data with R code. We provide R programming examples in a way that will help make the connection between concepts and implementation. Problem sets requiring R programming will be used to test understanding and ability to implement basic data analyses. We will use visualization techniques to explore new data sets and determine the most appropriate approach. We will describe robust statistical techniques as alternatives when data do not fit assumptions required by the standard approaches. By using R scripts to analyze data, you will learn the basics of conducting reproducible research.Given the diversity in educational background of our students we have divided the course materials into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. We start with simple calculations and descriptive statistics. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818. Data Analysis & Statistics"
Science & Cooking: From Haute Cuisine to Soft Matter Science (chemistry),Harvard University,Beginner,https://www.edx.org/course/science-cooking-from-haute-cuisine-to-soft-matter,"Top chefs and Harvard researchers explore how everyday cooking and haute cuisine can illuminate basic principles in chemistry, physics, and engineering. Learn about food molecules and how chemical reactions can affect food texture and flavor.","During each module of this course, chefs reveal the secrets behind some of their most famous culinary creations — often right in their own restaurants. Inspired by such cooking mastery, the Harvard team will then explain the science behind the recipe.Topics will include:You will also have the opportunity to become an experimental scientist in your very own laboratory — your kitchen. By following along with the engaging recipe of the week, taking precise measurements, and making skillful observations, you will learn to think like both a cook and a scientist. The lab is certainly one of the most unique components of this course — after all, in what other science course can you eat your experiments? Chemistry"
Pyramids of Giza: Ancient Egyptian Art and Archaeology,Harvard University,Beginner,https://www.edx.org/course/pyramids-of-giza-ancient-egyptian-art-and-archaeol,"Explore the archaeology, history, art, and hieroglyphs surrounding the famous Egyptian Pyramids at Giza. Learn about Old Kingdom pharaohs and elites, tombs, temples, the Sphinx, and how new technology is unlocking their secrets.","Where is Giza? How were the Pyramids built? How did the cemeteries and hundreds of decorated tombs around them develop? What was Giza’s contribution to this first great age of ancient Egyptian civilization, the Old Kingdom? The Giza Plateau and its cemeteries — including the majestic Pyramids and the Great Sphinx — are stirring examples of ancient Egyptian architecture and culture. They provide windows into ancient Egyptian society, but also contain mysteries waiting to be solved. The Egyptian Pyramids at Giza provide an opportunity to explore the history of archaeology and to learn about some of the modern methods shaping the discipline today. This Beginner course will explore the art, archaeology, and history surrounding the Giza Pyramids. We will learn about Egyptian pharaohs and high officials of the Pyramid Age, follow in the footsteps of the great 20th-century expeditions, and discover how cutting-edge digital tools like 3D-modeling are reshaping the discipline of Egyptology. Join us on this online journey to ancient Egypt’s most famous archaeological site as we uncover the history and significance of Giza, and use new digital techniques to unravel the mysteries of its ancient tombs and temples. Art & Culture"
"PredictionX: Omens, Oracles & Prophecies",Harvard University,Beginner,https://www.edx.org/course/omens-oracles-prophecies,"This course is an overview of divination systems, ranging from ancient Chinese bone burning to modern astrology.","Humans have always sought to know their own future, be it the destiny of an empire or an individual's fate. Across cultures and history, we find people trying to find their place in the Universe by attempting to gaze into the future.Join us for this one-week, immersive learning experience as we explore “pre-scientific” prediction systems ranging from ancient Chinese bone burning to the Oracle of Delphi to modern astrology and tarot, with practitioners and Harvard faculty leading the journey. We will examine the details of over a dozen prediction systems as well as theoretical frameworks connecting them.This module is a part of PredictionX, which examines our efforts to predict the future over all of recorded history. PredictionX courses will cover topics from omens and oracles in ancient civilizations, which this course discusses, to the evolution of the general approach to science most take today (which includes the course John Snow and the Cholera Outbreak of 1854) as well as modern computer simulations and the role they play in predicting our futures today. Social Sciences"
Lessons from Ebola: Preventing the Next Pandemic,Harvard University,Beginner,https://www.edx.org/course/lessons-from-ebola-preventing-the-next-pandemic,"Understanding the context for the Ebola outbreak: What went right, what went wrong, and how we can all do better.","Like no other event in recent history, the 2014 Ebola outbreak has made clear the fragility of existing health systems. While responding to the current epidemic is critical, we also have an opportunity to learn lessons to prevent the next global health catastrophe, forge partnerships across borders and disciplines, and demonstrate our commitment to value all human lives.This four-week course provides the context in which to understand the Ebola outbreak -- why now, and why did so many people suffer and die? The course lays out the global governance structure -- what was the global response supposed to look like, and where did it fail? The course will feature practitioners, experts, and scholars who will focus on cultivating a better understanding of the Ebola epidemic and implications for future health systems to ensure that the world is more effective in preventing the next pandemic. Social Sciences"
Improving Global Health: Focusing on Quality and Safety,Harvard University,Intermediate,https://www.edx.org/course/improving-global-health-focusing-on-quality-and-sa,An introduction to the emerging field of global healthcare quality.,"Improving access to healthcare is only as useful as the quality of care provided. Many agree that quality is important – but what is it? How do we define it? How do we measure it? And most importantly, how might we make it better? The course is designed for those who care about health and healthcare and wish to learn more about how to measure and improve that care – for themselves, for their institutions, or for their countries. Each session will be interactive and provide concrete tools that students can use. We will empower you to raise questions, propose concrete solutions, and promote change. We have assembled leading thinkers from around the globe – not only people who are experts – but people with real, hands-on experience running organizations, hospitals, and ministries of health. So join us – whether you are a physician, nurse, or other healthcare provider, if you are a student of medicine, public health, or health policy, or a patient who simply cares about getting good care – this course is for you. Social Sciences"
Data Science: Visualization,Harvard University,Beginner,https://www.edx.org/course/data-science-visualization,Learn basic data visualization principles and how to apply them using ggplot2.,"As part of our Professional Certificate Program in Data Science, this course covers the basics of data visualization and exploratory data analysis. We will use three motivating examples and ggplot2, a data visualization package for the statistical programming language R. We will start with simple datasets and then graduate to case studies about world health, economics, and infectious disease trends in the United States. We'll also be looking at how mistakes, biases, systematic errors, and other unexpected problems often lead to data that should be handled with care. The fact that it can be difficult or impossible to notice a mistake within a dataset makes data visualization particularly important. The growing availability of informative datasets and software tools has led to increased reliance on data visualizations across many areas. Data visualization provides a powerful way to communicate data-driven findings, motivate analyses, and detect flaws. This course will give you the skills you need to leverage data to reveal valuable insights and advance your career. Data Analysis & Statistics"
Christianity Through Its Scriptures,Harvard University,Beginner,https://www.edx.org/course/christianity-through-its-scriptures,"Learn about Christianity through a study of its sacred scriptures. We will explore how diverse Christians have interpreted these writings and practiced their teachings over a 2000 year, global history.","Christianity is a global religion. From modest beginnings 2,000 years ago, it has grown to encompass nearly a third of the human population. Diverse in languages, cultures, histories and creeds, Christians nonetheless share a common collection of sacred scripture called the Bible.This religion course introduces you to the Bible and its scripture and asks the questions:You will begin to explore these questions and others while learning about the content and interpretations of these sacred texts. Humanities"
The Science of Happiness,"University of California, Berkeley",Beginner,https://www.edx.org/course/the-science-of-happiness-3,"The first MOOC to teach positive psychology. Learn science-based principles and practices for a happy, meaningful life.","A free eight-week Science of Happiness course that will offer practical, research-backed tips on living a happy and meaningful life."" - The Huffington PostWe all want to be happy, and there are countless ideas about what happiness is and how we can get some. But not many of those ideas are based on science. That's where this course comes in.""The Science of Happiness"" is the first MOOC to teach the ground-breaking science of positive psychology, which explores the roots of a happy and meaningful life. Students will engage with some of the most provocative and practical lessons from this science, discovering how cutting-edge research can be applied to their own lives. Created by UC Berkeley's Greater Good Science Center, the course will zero in on a fundamental finding from positive psychology: that happiness is inextricably linked to having strong social connections and contributing to something bigger than yourself--the greater good. Students will learn about the cross-disciplinary research supporting this view, spanning the fields of psychology, neuroscience, evolutionary biology, and beyond.What's more, ""The Science of Happiness"" offers students practical strategies for tapping into and nurturing their own happiness, including trying several research-backed activities that foster social and emotional well-being, and exploring how their own happiness changes along the way.The course's co-instructors, Dacher Keltner and Emiliana Simon-Thomas, are not only leading authorities on positive psychology but also gifted teachers skilled at making science fun and personal. They'll be joined by world-renowned experts discussing themes like empathy, mindfulness, and gratitude--experts including Barbara Fredrickson, Paul Ekman, Sonja Lyubomirsky, and Jon Kabat-Zinn. Health professionals who register can earn continuing education units for their participation.Consider signing up for this course with a friend or group - tweet about your registration, share it on Facebook, and use the buddy system to stay on track. Join the conversation on The Greater Good Science Center Facebook page, or in the BerkeleyX: GG101x The Science of Happiness Facebook group.NOTE: This course is a self-paced course on edX. Social Sciences
Leaders of Learning	Harvard University	Beginner	N/A	https://www.edx.org/course/leaders-of-learning	Explore and understand your own theories of learning and leadership. Gain the tools to imagine and build the future of learning.	All of us carry explicit or implicit theories of learning. They manifest themselves in the ways we learn, the ways we teach, and the ways we think about leadership and learning.In Leaders of Learning, you will identify and develop your personal theory of learning, and explore how it fits into the shifting landscape of learning. This isn’t just about schools, it’s about the broader and bigger world of learning.The education sector is undergoing great transformation, and in the coming decades will continue to change. How we learn, what we learn, where we learn, and why we learn; all these questions will be reexamined. In Leaders of Learning, we will explore learning, leadership, organizational structure, and physical design.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Communication
Exercising Leadership: Foundational Principles	Harvard University	Beginner	N/A	https://www.edx.org/course/exercising-leadership-foundational-principles	Mobilize people to tackle tough problems and build the capacity to thrive through the dangers of change	The crises of our time generate enormous adaptive challenges for our families, organizations, communities, and societies. The need for leadership that can mobilize people to meet these challenges and improve life is critical.In this Beginner course, you will explore strategies for leading in a changing world where adaptive pressures will continue to challenge all of us. You will discover new ways to approach complex organizational systems and take thoughtful action on the work we all face ahead. Most importantly, you will reflect on how to move forward on the leadership challenges you care about most.In this short Beginner course, you will discover a diagnostic-and-action process for exercising leadership that explores the following foundational principles and strategies: Business & Management
Data Science: Probability	Harvard University	Beginner	N/A	https://www.edx.org/course/data-science-probability	Learn probability theory -- essential for a data scientist -- using a case study on the financial crisis of 2007-2008.	In this course, part of our Professional Certificate Program in Data Science,you will learn valuable concepts in probability theory. The motivation for this course is the circumstances surrounding the financial crisis of 2007-2008. Part of what caused this financial crisis was that the risk of some securities sold by financial institutions was underestimated. To begin to understand this very complicated event, we need to understand the basics of probability. We will introduce important concepts such as random variables, independence, Monte Carlo simulations, expected values, standard errors, and the Central Limit Theorem. These statistical concepts are fundamental to conducting statistical tests on data and understanding whether the data you are analyzing is likely occurring due to an experimental method or to chance. Probability theory is the mathematical foundation of statistical inference which is indispensable for analyzing data affected by chance, and thus essential for data scientists. Data Analysis & Statistics
Prescription Drug Regulation, Cost, and Access: Current Controversies in Context	Harvard University	Beginner	N/A	https://www.edx.org/course/prescription-drug-regulation-cost-and-access-curre	Understand how the FDA regulates pharmaceuticals and explore debates on prescription drug costs, marketing, and testing.	Prescription drugs are among the most common health care interventions and have turnedsome once-fatal diseases into manageable conditions — but they have also been a growing source of controversy. Patients in the US struggle with increasing costs and express concerns about whymany conditions,such as Alzheimer’s disease, remain without adequate therapeutic options.At the center of these debates lies the US Food and Drug Administration (FDA), a federal agency responsible for monitoring the prescription drug marketplace and enforcing basic rules and laws that affect how prescription drugs are discovered, developed, and sold.This course investigates the major issues affecting the regulatory approval and evidence-based use of prescription drugs. You willlearn the rules and regulationsgoverning the pricing, marketing, and safety monitoring of approved prescription drugs and the importance of the FDA in regulating key aspects of the pharmaceutical market.Continuing Medical Education (CME) Medical professionals who enroll in the verified track and successfully complete Module 2: Drug Development and Approval can earn 2 AMA PRA Category 1 Credits™. Medicine
Introduction to Family Engagement in Education	Harvard University	Beginner	N/A	https://www.edx.org/course/introduction-to-family-engagement-in-education	Learn about successful collaborations between families and educators and why they lead to improved outcomes for students and schools.	In this education course, you will learn what family engagement is and why it matters to the success of students and schools. We will explore the research linking family engagement to better educational outcomes and speak directly with researchers, educators, students, and families about promising practices in the field.Family engagement describes what families do at home and in the community to support their children’s learning and development. It also encompasses the shared partnership and responsibility between home and school.Such engagement is essential for school improvement. It is also increasingly recognized as an integral element for proficient practice as an educator. Education & Teacher Training
Steps in Japanese for Beginners1 Part1	Waseda University	Beginner	N/A	https://www.edx.org/course/steps-in-japanese-for-beginners1-part1-2	Learn basic Japanese expressions to survive in Japanese.	""Andy, an exchange student who as just arrived in Japan, is making greetings and introducing himself through his life in a university dormitory. He learns the taste of the foods he becomes to like by eating with Mr. Sato and Mr. Ono, two upperclassmen in his dormitory. He also orders a hamburger and coffee at local shops as he goes about his daily business.・To say greetings
・To introduce yourself
・To ask about food
・To order Language"
How to Write an Essay,"University of California, Berkeley",Beginner,https://www.edx.org/course/how-to-write-an-essay,"An introduction to academic writing for English Language Learners, focusing on essay development, grammatical correctness, and self-editing.","College Writing 2.1x is an introduction to academic writing for English Language Learners, focusing on essay development, grammatical correctness, and self-editing. The five-week course includes a review of basic grammar terminology and understanding; writing effective sentences and paragraphs; introductions and conclusions; strategies for writing longer texts; and thesis statements. The course materials will be offered via readings and videos. An optional course workbook, in ebook form, may be used for additional writing work. Students will participate in online discussions as well as peer review. Students will complete an essay for this part of the course.In partnership with the U.S. Department of StateUC Berkeley is partnering with the U.S. Department of State to extend the reach of College Writing 2X. Participating U.S. Embassies will host in-person, facilitated discussions sessions around the course content in order to maximize the learning experience. The State Department-supported EducationUSA network will also offer facilitated discussions in some locations for students interested in pursuing higher education in the United States. This partnership is part of the English Education Alliance (E2A), a global effort of the U.S. Department of State to address the global demand for 21st century English language skills. Humanities"
Energy Within Environmental Constraints,Harvard University,Beginner,https://www.edx.org/course/energy-within-environmental-constraints,A quantitative introduction to the energy system and its environmental impacts.,"Humanity faces an immense challenge: providing abundant energy to everyone without wrecking the planet. If we want a high-energy future while protecting the natural world for our children, we must consider the environmental consequences of energy production and use. But money matters too: energy solutions that ignore economic costs are not realistic, particularly in a world where billions of people currently can’t afford access to basic energy services. How can we proceed? Energy Within Environmental Constraints won’t give you the answer. Instead, we will teach you how to ask the right questions and estimate the consequences of different choices. This course isrich in details of real devices and light on theory. You won’t find any electrodynamics here, but you will find enough about modern commercial solar panels to estimate if they would be profitable to install in a given location. We emphasizes costs: the cascade of capital and operating costs from energy extraction all the way through end uses. We also emphasize quantitative comparisons and tradeoffs: how much more expensive is electricity from solar panels than from coal plants, and how much pollution does it prevent? Is solar power as cost-effective an environmental investment as nuclear power or energy efficiency? And how do we include considerations other than cost? This course is intended for a diverse audience. Whether you are a student, an activist, a policymaker, a business owner, or a concerned citizen, this course will help you start to think carefully about our current energy system and how we can improve its environmental performance. Photo credits: Solar Farm CC-BY Michael Mees on flickrSmokestack CC-BY Patrick on flickr Environmental Studies"
Introduction to Probability,Harvard University,Intermediate,https://www.edx.org/course/introduction-to-probability,"Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty.","Probability and statistics help to bring logic to a world replete with randomness and uncertainty. This course will give you tools needed to understand data, science, philosophy, engineering, economics, and finance. You will learn not only how to solve challenging technical problems, but also how you can apply those solutions in everyday life. With examples ranging from medical testing to sports prediction, you will gain a strong foundation for the study of statistical inference, stochastic processes, randomized algorithms, and other subjects where probability is needed. Data Analysis & Statistics"
AnatomyX: Musculoskeletal Cases,Harvard University,Intermediate,https://www.edx.org/course/anatomyx-musculoskeletal-cases,Learn the anatomy basic to understanding five musculoskeletal injuries commonly seen in primary care medicine and orthopedic clinical specialty practice. Follow hypothetical patients from injury to operating room.,"Musculoskeletal AnatomyX invites students to join medical and basic science faculty at Harvard Medical School (HMS) to learn about musculoskeletal injuries commonly seen in clinical practice. For each case, students visit the HMS Clinical Skills Center to observe the initial patient encounter and physical examination by an orthopedic surgeon. Following the patient encounter, students complete the interactive gross anatomy, histology and radiology learning sessions essential for understanding the case. The anatomy learning sessions include observing actual dissections in the Harvard Medical School anatomy laboratories revealing and explaining the human anatomy relevant for each clinical case.After completing the case learning sessions, students review pertinent radiology images, commit to a tentative diagnosis from a list of differential diagnoses, and accompany the patient to a virtual operating room to observe the surgical treatment. In the virtual operating room, students observe narrated videos of actual surgical procedures.Clinical content for each case is developed in close collaboration with leading orthopedic surgeons and radiologists at Brigham and Women’s Hospital.This course will take you inside the anatomy laboratories where students entering medicine, dental medicine, and other health professions study anatomy by performing anatomical dissections. Content includes videos, photographs, and other content, including anatomical images and videos showing cadaver dissection, that some people may find offensive, disturbing or inappropriate. Medicine"
Data Science: Inference and Modeling,Harvard University,Beginner,https://www.edx.org/course/data-science-inference-and-modeling,"Learn inference and modeling, two of the most widely used statistical tools in data analysis.","Statistical inference and modeling are indispensable for analyzing data affected by chance, and thus essential for data scientists. In this course, you will learn these key concepts through a motivating case study on election forecasting. This course will show you how inference and modeling can be applied to develop the statistical approaches that make polls an effective tool and we'll show you how to do this using R. You will learn concepts necessary to define estimates and margins of errors and learn how you can use these to make predictions relatively well and also provide an estimate of the precision of your forecast. Once you learn this you will be able to understand two concepts that are ubiquitous in data science: confidence intervals, and p-values. Then, to understand statements about the probability of a candidate winning, you will learn about Bayesian modeling. Finally, at the end of the course, we will put it all together to recreate a simplified version of an election forecast model and apply it to the 2016 election. Data Analysis & Statistics"
Strengthening Community Health Worker Programs,Harvard University,Beginner,https://www.edx.org/course/strengthening-community-health-worker-programs,Learn to deliver high-quality primary health care at scale through national community health worker programs.,"Despite medical and technological advances, half of the world’s population lacks access to essential health services, and over 8.9 million preventable deaths occur every year. There is an acute global shortage of health workers, a gap that will grow to 18 million by 2030. Studies show that training high-performing community health workers can help close these gaps and save more than 3 million lives annually. In the past few decades, many community health worker programs across the world have demonstrated their ability to save lives — including in the hardest-to-reach areas. Yet despite this progress, lessons on how to successfully scale these programs as part of national primary health systems are not widely shared. This course introduces learners to the core concepts of community health worker programs, and explores what is needed to build and strengthen large-scale programs in order to improve access to high-quality health services. The curriculum highlights the key components of designing community health systems, addresses common management challenges, and showcases lessons learned from a range of contributors — from community-level practitioners to government leaders and other global health experts. Through case studies of exemplar countries (including Ethiopia, Bangladesh, and Liberia), participants will learn from leaders across the globe how to advocate for, build, and optimize community health worker programs. This course was created by health systems leaders for health systems leaders. Whether you work in a Ministry of Health, lead or support a community health worker program, mobilize resources and advocate for increased investment in community health, or you are simply interested in knowing what it takes to deliver quality care through community health worker programs, learners will have the opportunity to advance their knowledge and skills to implement critical change. This course can be taken individually, but learners are also encouraged to convene their colleagues from within or across organizations to share insights and further enhance the learning experience. Health & Safety"
Buddhism Through Its Scriptures,Harvard University,Beginner,https://www.edx.org/course/buddhism-through-its-scriptures,"Learn about the rich and diverse beliefs and practices of Buddhists across time and place. Experience Buddhism through its scriptures, both relationally as well as academically.","Whether you are new to the study of Buddhism or have been studying it or practicing it for years, this course will provide you with the opportunity to become acquainted with a variety of Buddhist teachings while guiding you to think about them, and yourself, in new ways.Through a combination of carefully selected readings, both scriptural and informational, as well as exposure to various forms of Buddhist practice such as art, devotional acts, and literary works, you will learn how to interpret, reflect upon, and apply the teachings of the Buddha to your own life and deepen your understanding of Buddhism. Humanities"
Introduction to Linux,The Linux Foundation,Beginner,https://www.edx.org/course/introduction-to-linux,Never learned Linux? Want a refresh? Develop a good working knowledge of Linux using both the graphical interface and command line across the major Linux distribution families.,"Develop a good working knowledge of Linux using both the graphical interface and command line, covering the major Linux distribution families.Linux powers 100% of the world’s supercomputers, most of the servers powering the Internet, the majority of financial trades worldwide and over two billion Android devices. In short, Linux is everywhere. It appears in many different architectures, from mainframes to server to desktop to mobile and on a staggeringly wide variety of hardware.Moreover, 80 percent of hiring managers reported that they will prioritize hiring Linux talent relative to other skills areas, and 47 percent of hiring managers say they’re more likely to hire a candidate with Linux certification.This course explores the various tools and techniques commonly used by Linux system administrators and end users to achieve their day-to-day work in a Linux environment. It is designed for experienced computer users who have limited or no previous exposure to Linux, whether they are working in an individual or Enterprise environment.Upon completion of this training you should have a good working knowledge of Linux, from both a graphical and command line perspective, allowing you to easily navigate through any of the major Linux distributions. You will be able to continue your progress as either a user, system administrator or developer using the acquired skill set.Join the 1,000,000+ learners who are already enrolled in this course and start your Linux journey. Computer Science"
"Bioethics: The Law, Medicine, and Ethics of Reproductive Technologies and Genetics",Harvard University,Beginner,https://www.edx.org/course/bioethics-the-law-medicine-and-ethics-of-reproduct,An introduction to the study of bioethics and the application of legal and ethical reasoning.,"Bioethics provides an overview of the legal, medical, and ethical questions around reproduction and human genetics and how to apply legal reasoning to these questions.This law course includes interviews with individuals who have used surrogacy and sperm donation, with medical professionals who are experts in current reproductive technologies like In Vitro Fertilization and Preimplantation Genetic Diagnosis, and bioethicists and journalists who study the ownership and use of genetic information within human tissue. Additional Harvard colleagues will also share with you their thoughts on topics such as disability law as it relates to reproductive technology.While the law and ethics surrounding these technologies are a central component to this course, we also show you examples of the deeply personal and human side of these issues. Throughout the course, and with the help of law students, we will discuss leading legal cases in this field, which will illuminate the types of questions the law has struggled with – stretching and evolving over time. From the famous Baby M surrogacy case, to cases on the paternity of sperm donors, to a case related to the ownership of human tissue turned into a commercial product, and others. We will show you the ethical, legal, and rhetorical underpinnings, which have served as the basis for various court decisions over the past 20 or 30 years. We will also explore potential future technologies and their implications for society: genetic enhancements to increase our intelligence, let us live a hundred years longer, or make us immune to diseases – and the possibility of creating animal-human hybrids, for example a mouse with a humanized brain.The content within this course is intended to be instructive, and show how legal reasoning has been applied, or could be applied, to questions related to parenthood, reproduction, and other issues surrounding human genetic material. The material organized within this course should be considered an authoritative overview, but is not intended to serve as medical or legal advice. Medicine"
Shakespeare's Life and Work,Harvard University,Beginner,https://www.edx.org/course/shakespeares-life-and-work,"Learn how to read William Shakespeare's plays through his biography, Elizabethan and Jacobean history, and modern performance.","How do we read Shakespeare? Do his plays belong to the past, or the present? To a famed dramatic genius or to readers and audiences around the globe? What do his plays really mean? Moving between the world in which Shakespeare lived and the present day, this course will introduce different kinds of literary analysis that you can use when reading Shakespeare. With short videos filmed on location in England and readings covering topics like Shakespeare's contemporaries and the politics of modern performance, you will learn a range of critical tool that you can use to unlock the meaning and relevance of Shakespeare’s plays. Join us as we visit Stratford-upon-Avon, where Shakespeare was born in 1564; London, the lively city where he began as an actor; and the Globe Theater, where his first plays were performed. This journey through Shakespeare’s life will transport you to another era and will give you a new perspective on his timeless work. Humanities"
Accounting and Finance,Indian Institute of Management Bangalore,Intermediate,https://www.edx.org/course/accounting-and-finance,Develop financial acumen to manage your business successfully.,"This business course helps you to read and understand financial statements to evaluate how business performance is affected by four fundamental drivers of profitability viz., asset management, cost management, leverage management and tax management. It will also help you to identify areas for improvement.The second part of this finance course deals with managing costs. You will learn how to prepare cost sheets, budget and make cost-based decisions.The third part of the course provides an overview of financial markets to raise capital of different types. You will develop the ability to prepare and evaluate finances for your business plan and manage working capital.The overall objective of the course is to build financial acumen to make you a successful entrepreneur or manager. Business & Management"
Computing in Python I: Fundamentals and Procedural Programming,The Georgia Institute of Technology,Beginner,https://www.edx.org/course/computing-in-python-i-fundamentals-and-procedural,"Learn the fundamentals of computing in Python, including variables, operators, and writing and debugging your own programs.","This course starts from the beginning, covering the basics of how a computer interprets lines of code; how to write programs, evaluate their output, and revise the code itself; how to work with variables and their changing values; and how to use mathematical, boolean, and relational operators. By the end of this course, you'll be able to write small programs in Python that use variables, mathematical operators, and logical operators. For example, you could write programs that carry out complex mathematical operations, like calculating the interest rate necessary to reach a savings goal, recommending apparel options based on weather patterns, or calculating a grade based on multiple percentages. Structurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered. Computer Science"
"Nutrition, Exercise and Sports",Wageningen University & Research,Intermediate,https://www.edx.org/course/nutrition-exercise-and-sports,"Learn about Nutrition, Exercise and Sports and understand how nutrition can support exercise and sports performance.","Are you involved in sports and do you want to have a better understanding of the role of nutrition on performance and health? Do you want to learn whether certain nutritional strategies could be relevant for your own athletic performance and/or muscle growth? Are you a dietitian, physiotherapist or a health/sport coach and do you want to be able to provide proper nutritional advice for your clients? Or, are you none of the above but interested in nutrition and sports and want to make your own informed decisions about your daily food intake?
Then this online course is for you! Nutrition is crucial to live an active and healthy life, to support training, and to optimize performance. In this course, researchers and teachers from Wageningen University & Research will familiarize you with the nutritional aspects of exercise and sports. What are the basic concepts in exercise physiology and sport nutrition science? How is exercise being fueled for the different types of sports like; power sports, sprinting and endurance exercise? And how does protein support skeletal muscle mass and performance? In this course you will learn to estimate energy needs and understand thermoregulation and fluid balance. You will learn about the role of micronutrients and supplements in exercise performance. Moreover, you will be introduced to some health issues related to doing exercise.
This course also touches upon how the lessons learned from nutrition and sports research can be applied during ageing. For example, what are the benefits of extra protein in vulnerable age groups? Be aware that thiscourse will not tell you exactly what to eat. Instead, you will learn and understand the nutritional aspects of exercise and sport, so you can make your own informed decisions and critically evaluate nutritional advices and claims. For whom?This course is especially useful for: Ready to join the MOOC? This course contains several interesting and inspiring interviews with nutrition and sport professionals. It will provide basic understanding of Nutrition, Exercise and Sports, and contains challenging assignments that will give you insight in nutritional needs and performance benefits for (your) athletes, your clients or yourself. Food & Nutrition"
Becoming an Entrepreneur,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/becoming-an-entrepreneur,"Learn the business skills and startup mindset needed to embark on your entrepreneurial path from the premier program for aspiring entrepreneurs, MIT Launch.","Curious about entrepreneurship, but not sure where to start? Becoming an Entrepreneur is designed in partnership with MIT to guide people of all ages and backgrounds through the process of founding a company. With enrollment in the hundreds of thousands, this course is as engaging and accessible as it is informative.Becoming an Entrepreneur will provide you with inspiration to explore an entrepreneurial path and tools to overcome the initial challenges of building a business.From developing new business ideas and doing market research to designing and testing your offering and pitching, this course follows LaunchX’s successful approach to entrepreneurship that leverages MIT’s Disciplined Entrepreneurship, lean methodologies, and design thinking. There will be a combination of short videos and activities that will challenge you to get you away from your computer screen and into the community to make a real impact.No previous business or entrepreneurship experience needed. Join us to embark on your entrepreneurial journey. Business & Management"
"Religion, Conflict and Peace",Harvard University,Beginner,https://www.edx.org/course/religion-conflict-and-peace,Explore the diverse and complex roles that religions play in both promoting and mitigating violence.,"In this course, we will explore a series of contemporary conflicts in different regions of the world with a special focus on identifying and analyzing the diverse and complex roles that religions play in both promoting and mitigating violence in each context. Students will learn a method for recognizing and analyzing how religious ideologies are embedded in all arenas of human agency and not isolated from political, economic, and cultural life as is often assumed. In addition to examining the conflicts themselves, we will also explore the religious dimensions of the impacts those conflicts have on civic life in areas such as public health, education, and commerce by addressing a series of questions. Possible countries of focus include Brazil, Egypt, France, Israel/Palestine, Myanmar, Nigeria, Qatar, the Philippines, Somalia, Syria, Turkey, and the United States. Final projects will be individually shaped based on interest and (where relevant) professional focus. The course is open to all and especially relevant for aspiring or professional educators, journalists, public health workers, foreign service officers and government officials who wish to better understand how religions function in contemporary world affairs. This course follows the popular World Religions Through Their Scriptures XSeries, which explores the foundations of Buddhism, Christianity, Hinduism, Islam, and Judaism. Humanities"
"Tangible Things: Discovering History Through Artworks, Artifacts, Scientific Specimens, and the Stuff Around You",Harvard University,Beginner,https://www.edx.org/course/tangible-things-discovering-history-through-artwor,"Gain an understanding of history, museum studies, and curation by looking at, organizing, and interpreting art, artifacts, scientific curiosities, and the stuff of everyday life.","Have you ever wondered about how museum, library, and other kinds of historical or scientific collections all come together? Or how and why curators, historians, archivists, and preservationists do what they do?In Tangible Things , you will discover how material objects have shaped academic disciplines and reinforced or challenged boundaries between people. This course will draw on some of the most fascinating items housed at Harvard University, highlighting several to give you a sense of the power of learning through tangible things.By “stepping onto” the storied campus, you and your fellow learners can explore Harvard’s astonishing array of tangible things—books and manuscripts, art works, scientific specimens, ethnographic artifacts, and historical relics of all sorts. The University not only owns a Gutenberg bible, but it also houses in its collections Turkish sun dials, a Chinese crystal ball, a divination basket from Angola, and nineteenth-century “spirit writing” chalked on a child-sized slate. Tucked away in storage cabinets or hidden in closets and the backrooms of its museums and libraries are Henry David Thoreau’s pencil, a life mask of Abraham Lincoln, and chemicals captured from a Confederate ship. The Art Museums not only care for masterpieces of Renaissance painting but also for a silver-encrusted cup made from a coconut. The Natural History Museum not only preserves dinosaur bones and a fish robot but an intact Mexican tortilla more than a century old.In the first section of the course, we will consider how a statue, a fish, and a gingham gown have contributed to Harvard’s history, and you will learn the value of stopping to look at the things around you.In the next section, we will explore some of the ways people have brought things together into purposeful collections to preserve memory, promote commerce, and define culture.Finally, we will consider methods of rearranging objects to create new ways of thinking about nature, time, and ordinary work.Along the way, you will discover new ways of looking at, organizing, and interpreting tangible things in your own environment.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Humanities"
Academic and Business Writing,"University of California, Berkeley",Beginner,https://www.edx.org/course/academic-and-business-writing,"An introduction to academic and business writing for English Language Learners, focusing on grammar, vocabulary, structure, editing, and publication.","College Writing 2.2x providesan introduction to academic and business writing for English Language Learners. In this course, students focus on understanding the demands of different styles of writing, andwork to improve grammatical correctness, vocabulary development, and revision and editing skills. The five-week course includes material on vocabulary, tone, diction, and editing, all in the areas of academic and business writing. Students will have the opportunity to write on a number of different topics and ideas, always centered on areas of interest to them. The course materials are offered through readings and videos. Assignments include short writing assignments, quizzes, journal entries, and longer essays. Communication"
Data Science: Capstone,Harvard University,Beginner,https://www.edx.org/course/data-science-capstone,Show what you've learned from the Professional Certificate Program in Data Science.,"To become an expert data scientist you need practice and experience. By completing this capstone project you will get an opportunity to apply the knowledge and skills in R data analysis that you have gained throughout the series. This final project will test your skills in data visualization, probability, inference and modeling, data wrangling, data organization, regression, and machine learning. Unlike the rest of ourProfessional Certificate Program in Data Science, in this course, you will receive much less guidance from the instructors. When you complete the project you will have a data product to show off to potential employers or educational programs, a strong indicator of your expertise in the field of data science. Data Analysis & Statistics"
Basics of Computing and Programming,New York University,Beginner,https://www.edx.org/course/basics-of-computing-and-programming,This is a self-paced course from NYU that provides an Introduction to Computing and Programming,"This is a self-paced course that provides an Introduction to Computing and Programming. The course will address the following topics, using the Python programming language:By the end of this course students should be able to:  Computer Science"
"Fundamentals of Neuroscience, Part 2: Neurons and Networks",Harvard University,Beginner,https://www.edx.org/course/fundamentals-of-neuroscience-part-2-neurons-and-ne,Discover how neurons work together to create complex networks inside the brain.,"Neurons in isolation are fascinating and complicated, but the real magic of neuroscience happens in the interaction between neurons. In this course, we examine how neurons pass signals to one another and how complex dynamics can result from just a few neurons arranged in relatively simple circuits. Continue your journey through our Fundamentals of Neuroscience series with animations that explore the richness and complexity of the brain, documentaries about working labs around Cambridge. Join us as we use virtual labs that simulate neuron circuitry as we investigate the collective behavior of neurons and learn how the brain modulates the signals in those networks. Biology & Life Sciences"
Successful Negotiation: Essential Strategies and Skills,The University of Michigan,Beginner,https://www.edx.org/course/successful-negotiation-essential-strategies-and-skills,Build negotiation skills and learn how to use and apply negotiation strategies to your life with the University of Michigan.,"We all negotiate on a daily basis. On a personal level, we negotiate with friends, family, landlords, car sellers and employers, among others. Negotiation is also the key to business success. No business can survive without profitable contracts. Within a company, negotiation skills can lead to your career advancement.I hope that you will join the hundreds of thousands of learners who have made “Successful Negotiation” one of the most popular and highly-rated MOOCs worldwide. In the course, you’ll learn about and practice the four steps to a successful negotiation:(1) Prepare: Plan Your Negotiation Strategy(2) Negotiate: Use Key Tactics for Success(3) Close: Create a Contract(4) Perform and Evaluate: The End GameTo successfully complete this course and improve your ability to negotiate, you’ll need to do the following:(1) Watch the short videos (ranging from 5 to 20 minutes). The videos are interactive and they include questions to test your understanding of negotiation strategy and skills. You can speed up or slow down videos to match your preferred pace for listening. Depending on your schedule, you can watch the videos over a few weeks or you can binge watch them. A learner who binge-watched the course concluded that “It’s as good as Breaking Bad.” Another learner compared the course to “House of Cards.” Both shows contain interesting examples of complex negotiations!(2) Test your negotiation skills by completing the negotiation in Module 6. You can negotiate with a local friend or use Discussions to find a partner from another part of the world. Your negotiation partner will give you feedback on your negotiation skills. To assist you with your negotiations, I have developed several free negotiating planning tools that are related to the course. These tools and a free app are available at http://negotiationplanner.com/(3) Take the final exam. To successfully complete the course, you must answer 80% of the questions correctly. The exam is a Mastery Exam, which means that you can take it as many times as you want until you master the material.Course CertificateYou have the option of earning a Course Certificate. A Certificate provides formal recognition of your achievements in the course.Subtitles for the videos are available in English, Ukrainian, Chinese (Simplified), Portuguese (Brazilian), SpanishCreated by: University of MichiganIn the course, you’ll learn about and practice the four steps to a successful negotiation: (1) Prepare: Plan Your Negotiation Strategy (2) Negotiate: Use Key Tactics for Success (3) Close: Create a Contract (4) Perform and Evaluate: The End Game Business & Management"
Data Science: Linear Regression,Harvard University,Beginner,https://www.edx.org/course/data-science-linear-regression,"Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.","Linear regression is commonly used to quantify the relationship between two or more variables. It is also used to adjust for confounding. This course, part ofourProfessional Certificate Program in Data Science, covers how to implement linear regression and adjust for confounding in practice using R. In data science applications, it is very common to be interested in the relationship between two or more variables. The motivating case study we examine in this course relates to the data-driven approach used to construct baseball teams described in Moneyball. We will try to determine which measured outcomes best predict baseball runs by using linear regression. We will also examine confounding, where extraneous variables affect the relationship between two or more other variables, leading to spurious associations. Linear regression is a powerful technique for removing confounders, but it is not a magical process. It is essential to understand when it is appropriate to use, and this course will teach you when to apply this technique. Data Analysis & Statistics"
HTML5 and CSS Fundamentals,The World Wide Web Consortium (W3C),Beginner,https://www.edx.org/course/html5-and-css-fundamentals,"Learn how to build Web sites using HTML5 and basic CSS, directly from W3C, creator of the latest Web standards.","This course is part of W3C's ""Front-End Web Developer"" Professional Certificate.Learn the basics of Web design and style to give your Web sites a professional look and feel. The Microsoft team and experts from the World Wide Web Consortium (W3C) will guide you step-by-step in how to use the latest Web standards to create a site to be proud of.During the course, you will learn the basic building blocks of Web design and style – HTML5 and CSS – to give your site a professional look and feel.By the end of the course, you should understand all the fundamental elements – from headers and links to images and sidebars – and leave having built a basic framework for your own Web site.This course has been initially developed by Dale A. Schouten, Anusha Muthiah and Christopher Perkins, as part of a partnership between W3C and Intel®. Computer Science"
Data Science: Productivity Tools,Harvard University,Beginner,https://www.edx.org/course/data-science-productivity-tools,"Keep your projects organized and produce reproducible reports using GitHub, git, Unix/Linux, and RStudio.","A typical data analysis project may involve several parts, each including several data files and different scripts with code. Keeping all this organized can be challenging. Part of our Professional Certificate Program in Data Science, this course explains how to use Unix/Linux as a tool for managing files and directories on your computer and how to keep the file system organized. You will be introduced to the version control systems git, a powerful tool for keeping track of changes in your scripts and reports. We also introduce you to GitHub and demonstrate how you can use this service to keep your work in a repository that facilitates collaborations. Finally, you will learn to write reports in R markdown which permits you to incorporate text and code into a document. We'll put it all together using the powerful integrated desktop environment RStudio. Data Analysis & Statistics"
Introduction to Corporate Finance,Columbia University,Beginner,https://www.edx.org/course/introduction-to-corporate-finance,"Learn key financial concepts for evaluating and valuing investment opportunities, including how to value stocks and bonds.","In this course, you will gain an understanding of time-honored financial concepts and rules, and how these can be applied to value firms, bonds, and stocks.We will cover the time value of money, cost of capital and capital budgeting. You will be using Excel for many process including valuing bonds and stocks, computing NPV and finding IRR.An Beginner finance course that is required for all first-year MBA students at Columbia Business School, the course is taught by a world-class instructor, actively training the next generation of market leaders on Wall Street.Participants from all backgrounds will be prepared to participate on the ever-evolving financial playing field. Business & Management"
Computer Science 101,Stanford University,Beginner,https://www.edx.org/course/computer-science-101,Introduction to Computer Science for a zero-prior-experience audience. Play with little phrases of code to understand what computers are all about.,"CS101 is a self-paced course that teaches the essential ideas of Computer Science for a zero-prior-experience audience. Computers can appear very complicated, but in reality, computers work within just a few, simple patterns. CS101 demystifies and brings those patterns to life, which is useful for anyone using computers today.In CS101, participants play and experiment with short bits of ""computer code"" to bring to life to the power and limitations of computers. Everything works within the browser, so there is no extra software to download or install. CS101 also provides a general background on computers today: what is a computer, what is hardware, what is software, what is the internet. Anyone who has the ability to use a web browser may be successful in this course. No previous computer science experience is required. Computer Science"
Data Science: Wrangling,Harvard University,Beginner,https://www.edx.org/course/data-science-wrangling,Learn to process and convert raw data into formats needed for analysis.,"In this course, part of our Professional Certificate Program in Data Science,we cover several standard steps of the data wrangling process like importing data into R, tidying data, string processing, HTML parsing, working with dates and times, and text mining. Rarely are all these wrangling steps necessary in a single analysis, but a data scientist will likely face them all at some point. Very rarely is data easily accessible in a data science project. It's more likely for the data to be in a file, a database, or extracted from documents such as web pages, tweets, or PDFs. In these cases, the first step is to import the data into R and tidy the data, using the tidyverse package. The steps that convert data from its raw form to the tidy form is called data wrangling. This process is a critical step for any data scientist. Knowing how to wrangle and clean data will enable you to make critical insights that would otherwise be hidden. Data Analysis & Statistics"
A Hands-on Introduction to Engineering Simulations,Cornell University,Intermediate,https://www.edx.org/course/a-hands-on-introduction-to-engineering-simulations,Learn how to analyze real-world engineering problems using ANSYS simulation software and gain important professional skills sought by employers.,"In this hands-on course, you'll learn how to perform engineering simulations using a powerful tool from ANSYS, Inc. This is a problem-based course where you'll learn by doing. The focus will be on understanding what's under the blackbox so as to move beyond garbage-in, garbage-out. You'll practice using a common solution approach to problems involving different physics: structural mechanics, fluid dynamics and heat transfer.We'll solve textbook examples to understand the fundamental principles of finite-element analysis and computational fluid dynamics. Then we'll apply these principles to simulate real-world examples in the tool including a bolted rocket assembly and a wind turbine rotor.We'll discuss current industry practices with a SpaceX engineer. By working through examples in a leading simulation tool that professionals use, you'll learn to move beyond button pushing and start thinking like an expert.This course teaches fundamental concepts and tool use in an integrated fashion using the power of online learning. All learners will have access to a free download of ANSYS Student.Join us to discover why simulations have changed how engineering is done and how you can be a part of this revolution. Engineering"
AI for Everyone: Master the Basics,IBM,Beginner,https://www.edx.org/course/artificial-intelligence-for-everyone,"Learn what Artificial Intelligence (AI) is by understanding its applications and key concepts including machine learning, deep learning and neural networks.","In this course, you will learn what AI is and understand its applications and use cases and how it is transforming our lives. You will explore basic AI concepts including machine learning, deep learning, and neural networks as well as use cases and applications of AI. You will be exposed to concerns surrounding AI, including ethics, bias, jobs and the impacts on society.You will take a glimpse of the future with AI, get advice for starting an AI related career, and wrap up the course by demonstrating AI in action with a mini project.This AI for Everyone course does not require any programming or computer science expertise and is designed to introduce the basics of AI to anyone whether you have a technical background or not. Computer Science"
The Psychology of Criminal Justice,The University of Queensland,Beginner,https://www.edx.org/course/the-psychology-of-criminal-justice,Learn how behavioural science can improve our criminal justice system.,"This course systematically explores the effectiveness of the law and justice system from a psychological perspective. By experiencing a fictional case first hand, you will learn about the psychology of law and some of the misconceptions commonly held about criminal justice. Humanities"
Machine Learning with Python: A Practical Introduction,IBM,Beginner,https://www.edx.org/course/machine-learning-with-python-a-practical-introduct,Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning.,"About this courseThis Machine Learning with Python course dives into the basics of machine learning using Python, an approachable and well-known programming language. You'll learn about supervised vs. unsupervised learning, look into how statistical modeling relates to machine learning, and do a comparison of each. We'll explore many popular algorithms including Classification, Regression, Clustering, and Dimensional Reduction and popular models such as Train/Test Split, Root Mean Squared Error (RMSE), and Random Forests. Along the way, you’ll look at real-life examples of machine learning and see how it affects society in ways you may not have guessed!Most importantly, you will transform your theoretical knowledge into practical skill using hands-on labs. Get ready to do more learning than your machine!We'll explore many popular algorithms including Classification, Regression, Clustering, and Dimensional Reduction and popular models such asTrain/Test Split, Root Mean Squared Error and Random Forests.Mostimportantly, you will transform your theoretical knowledge into practical skill using hands-on labs. Get ready to do more learning than your machine! Data Analysis & Statistics"
Analyzing Data with Python,IBM,Beginner,https://www.edx.org/course/analyzing-data-with-python,"In this course, you will learn how to analyze data in Python using multi-dimensional arrays in numpy, manipulate DataFrames in pandas, use SciPy library of mathematical routines, and perform machine learning using scikit-learn!","LEARN TO ANALYZE DATA WITH PYTHONLearn how to analyze data using Python in this Beginner course. You will go from understanding the basics of Python to exploring many different types of data through lecture, hands-on labs, and assignments. You will learn how to prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, predict future trends from data, and more!You will learn how to: __It includes following parts:Data Analysis libraries: will learn to use Pandas DataFrames, Numpy multi-dimentional arrays, and SciPy libraries to work with a various datasets. We will introduce you to pandas, an open-source library, and we will use it to load, manipulate, analyze, and visualize cool datasets. Then we will introduce you to another open-source library, scikit-learn, and we will use some of its machine learning algorithms to build smart models and make cool predictions. Data Analysis & Statistics"
Probability - The Science of Uncertainty and Data,Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/probability-the-science-of-uncertainty-and-data,"Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference -- Part of the MITx MicroMasters program in Statistics and Data Science.","The world is full of uncertainty: accidents, storms, unruly financial markets, noisy communications. The world is also full of data. Probabilistic modeling and the related field of statistical inference are the keys to analyzing data and making scientifically sound predictions.Probabilistic models use the language of mathematics. But instead of relying on the traditional ""theorem-proof"" format, we develop the material in an intuitive -- but still rigorous and mathematically-precise -- manner. Furthermore, while the applications are multiple and evident, we emphasize the basic concepts and methodologies that are universally applicable.The course covers all of the basic probability concepts, including:The contents of this courseare heavily based upon the corresponding MIT class -- Introduction to Probability -- a course that has been offered and continuously refined over more than 50 years. It is a challenging class but will enable you to apply the tools of probability theory to real-world applications or to your research.This course is part of theMITx MicroMasters Program in Statistics and Data Science. Master the skills needed to be an informed and effective practitioner of data science. You will complete this course and three others from MITx, at a similar pace and level of rigor as an on-campus course at MIT, and then take a virtually-proctored exam to earn your MicroMasters, an academic credential that will demonstrate your proficiency in data science or accelerate your path towards an MIT PhD or a Master's at other universities. To learn more about this program, please visit https://micromasters.mit.edu/ds/. Data Analysis & Statistics"
"Fundamentals of Neuroscience, Part 3: The Brain",Harvard University,Beginner,https://www.edx.org/course/fundamentals-of-neuroscience-part-3-the-brain,Discover what makes your brain tick in this third course in our Beginner series in neuroscience.,"The human brain is a fantastically complex system, capable of transforming a torrent of incoming information into thought and action. In this course, we will look at how the various subsystems of the brain work together to enable us to survive and thrive in a changing world. Each lesson will challenge you with interactive segments, animations, and documentaries that explore the richness and complexity of the brain. Our forums will provide you with a place to meet other students around the world, and you can learn from each other through a series of discussion questions. Do you want to learn about how brains perceive the world? Join us as we explore sensation, perception and the physiology of functional regions of the brain. Biology & Life Sciences"
Sikhism Through Its Scriptures,Harvard University,Beginner,https://www.edx.org/course/sikhism-through-its-scriptures,This course examines the Sikh scripture from a doctrinal and historical perspective by providing an overview of Sikh teachings as well as the historical context within which the scripture evolved and became canonized.,"Sikhi, commonly known as Sikhism, is a monotheistic religious tradition that was founded byGuru Nanak in late fifteenth-century Panjab in South Asia. Today, Sikhi’s approximately twenty-five to thirty million adherents can be found all over the globe, making it one of the six major religions of the world. Sikhi encompasses a number of religious, social, economic and politicalinstitutions, most of which were established and nurtured by Guru Nanak and his ninesuccessors, known as Sikh Gurus. For over five hundred years, Sikhs in the Panjab and all over the world have engaged with their scripture, the Guru Granth Sahib, through the devotional practices of exegesis, singing,recitation, memorization and calligraphy. This course examines the Sikh scripture from a doctrinal and historical perspective by providingan overview of Sikh teachings as well as the historical context within which the scripture evolvedand became canonized. It also examines the musical and aesthetic dimensions of the Sikhscripture, as well as ways in which the voluminous text has provided Sikhs with a social, ethical,spiritual and political message to help them respond to and shape the world around them. Humanities"
Upper-Intermediate English: Business and Modern Life,Universitat Politècnica de Valencia,Intermediate,https://www.edx.org/course/upper-intermediate-english-modern-life,"Advance your English languageskillsas you learn how to rephrase sentences andprepare for an interview. Topics such as films, sports, and natural resources will also be discussed.","This course is the second in a series of four English language MOOCs designed for students with an intermediate level of English looking to reach a higher intermediate level. The course is comprised of video lessons, reading comprehension activities, grammar explanations and exercises, listening comprehension activities and speaking practice. The course covers interesting topics such as the Olympic Games, natural resources, extreme sports, health issues, films, pollution or pets. This course also includes preparatory materials and recommendations to take the Cambridge University First Certificate in English Examination (FCE). Language"
Introduction to Probability,Harvard University,Intermediate,https://www.edx.org/course/introduction-to-probability,"Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty.","Probability and statistics help to bring logic to a world replete with randomness and uncertainty. This course will give you tools needed to understand data, science, philosophy, engineering, economics, and finance. You will learn not only how to solve challenging technical problems, but also how you can apply those solutions in everyday life. With examples ranging from medical testing to sports prediction, you will gain a strong foundation for the study of statistical inference, stochastic processes, randomized algorithms, and other subjects where probability is needed. Data Analysis & Statistics"
Religious Literacy: Traditions and Scriptures,Harvard University,Beginner,https://www.edx.org/course/religious-literacy-traditions-and-scriptures,Learn how to better understand the rich and complex ways that religions function in historic and contemporary contexts.,"The study of religion is the study of a rich and fascinating dimension of human experience that includes but goes well beyond beliefs and ritual practices. In this religion course, learners explore case studies about how religions are internally diverse, how they evolve and change through time, and how religions are embedded in all dimensions of human experience. We’ll explore these tenets through the lens of scripture and through themes such as gender and sexuality, art, violence and peace, science, and power and authority.Join peers from around the world to embark on this journey to better understand religion in human affairs. Humanities"
Analyzing and Visualizing Data with Power BI,Davidson College,Beginner,https://www.edx.org/course/data-analysis-in-power-bi,Step up your analytics game and learn one of the most in-demand job skills in the United States.,"Power BI is a robust business analytics and visualization tool from Microsoft that helps data professionals bring their data to life and tell more meaningful stores.This four-week course is a beginner's guide to working with data in Power BI and is perfect for professionals. You'll become confident in working with data, creating data visualizations, and preparing reports and dashboards.Take this course if you are a:Image Attribution: ""Data visualization & Infographic/UNICEF reports Vol. 1"" by Shangning Wang, Olga Oleszczuk is licensed under  CC BY-NC-ND 4.0  Data Analysis & Statistics"
High-Dimensional Data Analysis,Harvard University,Advanced,https://www.edx.org/course/high-dimensional-data-analysis,A focus on several techniques that are widely used in the analysis of high-dimensional data.,"If you’re interested in data analysis and interpretation, then this is the data science course for you. We start by learning the mathematical definition of distance and use this to motivate the use of the singular value decomposition (SVD) for dimension reduction of high-dimensional data sets, and multi-dimensional scaling and its connection to principle component analysis. We will learn about the batch effect, the most challenging data analytical problem in genomics today, and describe how the techniques can be used to detect and adjust for batch effects. Specifically, we will describe the principal component analysis and factor analysis and demonstrate how these concepts are applied to data visualization and data analysis of high-throughput experimental data.Finally, we give a brief introduction to machine learning and apply it to high-throughput, large-scale data. We describe the general idea behind clustering analysis and descript K-means and hierarchical clustering and demonstrate how these are used in genomics and describe prediction algorithms such as k-nearest neighbors along with the concepts of training sets, test sets, error rates and cross-validation.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818. Data Analysis & Statistics"
Introduction To Music Theory,Berklee College of Music,Beginner,https://www.edx.org/course/introduction-to-music-theory-2,"Learn key concepts and approaches needed to understand, create, and perform contemporary music.","Do you have a passion for music and want to learn more about how it works? Are you a musician who learned by ear and has no formal training? Would you like to study music but are unsure of where to begin? Then this music theory course is for you. This course includes six lessons that will give you the knowledge and skills you need to understand basic music theory. You’ll learn from Berklee College of Music professor George W. Russell, Jr. and from Berklee students who share their musical journey and offer advice for those wanting to study music. Above all, the course is designed to impart the joy of creating music and sharing it with others. Humanities"
Human Anatomy,The Hong Kong Polytechnic University,Beginner,https://www.edx.org/course/human-anatomy,The first MOOC to teach Human Anatomy from multiple healthcare professional perspectives through a case-based study of stroke.,"How is the human body structured? How are the different body systems interconnected with each other? If you are interested but layman to Human Anatomy, if you find the Human Anatomy textbooks are too difficult to read, or if you want to freshen up quickly your anatomy knowledge, this is the course for you.Human Anatomy is fundamental to every medical and healthcare professional. However, the science of anatomy and effects of stroke are also extremely useful to anyone interested in understanding more about the human body. In this course, you’ll gain an understanding of the basic concepts of anatomy and learn to ‘dissect’ the human body with a logical approach through a typical clinical case of stroke.Case-based study:
A real-life severe stroke case is adopted in this MOOC to articulate the application of Human Anatomy knowledge. This case scenario is presented by using a micro movie together with an interactive case summary and interview to arouse learners’ interest.Module-based design:
In addition to the presentation of a stroke case scenario in Module ONE, two more modules are included. In Module TWO, general knowledge of human anatomy related to the stroke case, including organs of important body systems, anatomical orientation, skeletal and muscular system, nervous system and special senses, and cardiovascular and pulmonary system. And Module THREE is specific for healthcare professionals or learners who want to know more about the health services being provided to stroke patients. It rounds up the course with six healthcare-discipline specific role play videos and lectures given by visiting professors. Medicine"
"CitiesX: The Past, Present and Future of Urban Life",Harvard University,Beginner,https://www.edx.org/course/citiesx-the-past-present-and-future-of-urban-life,"Explore what makes cities energizing, amazing, challenging, and perhaps humanity’s greatest invention.","For the first time in human history, more than fifty percent of the world’s population lives in urban areas. Cities allow for the exchange of ideas, and generate remarkable innovations in business, art, and ideas. Cities are also home to millions living in poverty. Urban living can provide a pathway to a better life, but that’s not always the case for many people around the world. CitiesX will give you a far-ranging look at the past, present and future of cities, with the aim of teaching you how to better understand, appreciate and improve urban areas. The course will explore key concepts of urban development by examining cities around the world, including London, Rio de Janeiro, New York City, Shanghai, Mumbai, Kigali, and many more. The course includes a historical exploration of cities: how urban centers like ancient Rome resulted from consolidation of imperial power, how cities like Sao Paulo grew as important hotbeds of industry, and how cities like Seattle became hubs of technology and human capital. CitiesX also dives into pressing social and urban planning issues like public health, transportation, zoning, gentrification, cost of living, crime, and congestion. The course includes interviews and insights from academics, policy makers, urban leaders and city residents. The analytical framework of the course comes from economics, but is enhanced by conversations with experts from other disciplines (including Sociology, Urban Planning, Journalism, Anthropology, History, Art & Music) to provide learners with a greater understanding of all aspects of urbanism. Support for CitiesX is generously provided by Tishman Speyer. Social Sciences"
The Path to Happiness: What Chinese Philosophy Teaches us about the Good Life,Harvard University,Beginner,https://www.edx.org/course/the-path-to-happiness,"Why should we care about Confucius? Explore ancient Chinese philosophy, ethics, and political theory to challenge your assumptions of what it means to be happy, live a meaningful life, and change the world.","Today, finding happiness is about mindfulness and discovering your true self. You may have heard that happiness is found by looking within. Ancient Chinese philosophy challenges all of these modern assumptions. From Confucianism to Daoism, the philosophies developed over two thousand years ago are among the most powerful in human history. This course brings voices from the past into modern contexts to explore the path to a good life today. The philosophical concepts discussed provide tools to change your life and increase personal happiness by focusing on your actions, the power of ritual, and the importance of sensing the world around you. Through a series of lectures, animations, discussions, and reflection diaries, this course focuses on close readings from prominent Chinese philosophers. The course requires no prior knowledge of Chinese philosophy or history and all texts are in translation. Adapted from one of the most popular classes at Harvard, this course is now available online for the first time. Learn from award-winning professor Michael Puett and start on your path towards happiness. Philosophy & Ethics"
Entrepreneurship 101: Who is your customer?,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/entrepreneurship-101-who-is-your-customer,Entrepreneurship can be learned. Begin your journey by learning the first important skill for aspiring entrepreneurs.,"What separates an idea from a business?A paying customer.And this is where we want to take you in this course. From there you’ll begin growing your group of target customers. This will set in motion your flywheel toward an impactful enterprise.Yes, entrepreneurship is a creative process—this is what makes it fun. But a methodical approach is necessary for it to work. And it is this combination of creativity and discipline that you’ll begin learning in this course. Specifically, upon completion of Entrepreneurship 101, you’ll have the skills to:Entrepreneurship 101 is based on case studies of MIT startup companies and their founders. Through them you’ll get exposed to innovations in mobile apps, 3D printing, power electronics, international development, watchmaking, and more. In the process you will learn how to interview potential customers, understand the crucial difference between top-down and bottom-up market analysis, and develop a strategic framework for deciding what markets to pursue for your product or service.This course is particularly useful for:Entrepreneurship 101 prepares you for an MIT Bootcamp. In this program you will be challenged to start a company in 5 days. In the process you will learn from MIT faculty and get coached by MIT entrepreneurs. Business & Management"
"U.S. Public Policy: Social, Economic, and Foreign Policies",Harvard University,Beginner,https://www.edx.org/course/us-public-policy-social-economic-and-foreign-polic,Learn about public policy in America and the dynamics of American politics.,"Public policy puts laws into action. The executive branch directs the combined activities of the federal government to address a multitude of problems, from the environment to the economy. The policies of the United States affect social issues, economic growth, taxes, regulation, and foreign affairs. This course will take a broad view of public policy in America but will use specific examples, such as the 2008 economic downturn and climate change, to illustrate the wide-ranging effects of those policies. We’ll address the intersection of religion and politics, and how issues such as abortion and same-sex marriage have played out in the political arena. We’ll discuss fiscal, monetary, welfare and income policy—what they are, what tools they involve, and what political divisions they create. We’ll examine partisan divisions over regulatory policy, and the basis for those divisions. Finally, we’ll trace the evolution of America’s position as a trading nation by examining trade agreements like the North American Free Trade Agreement (NAFTA) and the Trans-Pacific Partnership (TPP). This course will also serve as an overview of American government, concentrating on overarching tendencies such as its fragmented power structure. The importance of these tendencies will be explained by showing how thoroughly each of them affects American politics. Social Sciences"
Machine Learning with Python: from Linear Models to Deep Learning,Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/machine-learning-with-python-from-linear-models-to,"An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in Statistics and Data Science.","If you have specific questions about this course, please contact us atsds-mm@mit.edu.Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender systems (e.g., Netflix, Amazon), advertisers, and financial institutions employ machine learning algorithms for content recommendation, predicting customer behavior, compliance, or risk.As a discipline, machine learning tries to design and understand computer programs that learn from experience for the purpose of prediction or control.In this course, students will learn about principles and algorithms for turning training data into effective automated predictions. We will cover:Students will implement and experiment with the algorithms in several Python projects designed for different practical applications.This course is part of theMITx MicroMasters Program in Statistics and Data Science. Master the skills needed to be an informed and effective practitioner of data science. You will complete this course and three others from MITx, at a similar pace and level of rigor as an on-campus course at MIT, and then take a virtually-proctored exam to earn your MicroMasters, an academic credential that will demonstrate your proficiency in data science or accelerate your path towards an MIT PhD or a Master's at other universities. To learn more about this program, please visit https://micromasters.mit.edu/ds/. Computer Science"
Introduction to Data Science,IBM,Beginner,https://www.edx.org/course/intro-to-data-science,Learn about the world of data science first-hand from real data scientists.,"The art of uncovering the insights and trends in data has been around for centuries. The ancient Egyptians applied census data to increase efficiency in tax collection and they accurately predicted the flooding of the Nile river every year. Since then, people working in data science have carved out a unique and distinct field for the work they do. This field is data science and in this course, you will meet some big data science practitioners and we will get an overview of what data science is today. Data Analysis & Statistics"
Circuits and Electronics 1: Basic Circuit Analysis,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/circuits-and-electronics-1-basic-circuit-analysi-2,"Learn techniques that are foundational to the design of microchips used in smartphones, self-driving cars, computers, and the Internet.","Want to learn about circuits and electronics, but unsure where to begin? Wondering how to make computers run faster or your mobile phone battery last longer? This free circuits course taught by edX CEO and MIT Professor Anant Agarwal and colleagues is for you. This is the first of three online Circuits & Electronics courses offered by Professor Anant Agarwal and colleagues at MIT, and is taken by all MIT Electrical Engineering and Computer Science (EECS) majors. Topics covered include: resistive elements and networks; circuit analysis methods including KVL, KCL and the node method; independent and dependent sources; linearity, superposition, Thevenin & Norton methods; digital abstraction, combinational gates; and MOSFET switches and small signal analysis. Design and lab exercises are also significant components of the course. Weekly coursework includes interactive video sequences, readings from the textbook, homework, online laboratories, and optional tutorials. The course will also have a final exam. This is a self-paced course, so there are no weekly deadlines. However, all assignments are due when the course ends. Electronics"
Improving Your Business Through a Culture of Health,Harvard University,Beginner,https://www.edx.org/course/improving-your-business-through-a-culture-of-healt,"Learn how a Culture of Health can transform your business to improve the well-being of your employees and company, while increasing revenue.","While the United States is one of the world’s wealthiest nations, it is far from the healthiest. Our nation’s burden of disease affects businesses every day, from sick employees and families reducing productivity and increasing costs, to product recalls and failures, to environmental scandals such as toxic chemical emissions harming communities and reputations. Named Runner Up for Best Online Program of 2018 by ProEd, this HarvardX course is presented by leading faculty from the Harvard T.H. Chan School of Public Health and the Harvard Business School and will provide businesses with strategies, tactics, and tools to gain a competitive advantage by implementing a Culture of Health to address these issues and stay ahead. Embracing a Culture of Health can improve your employees’ well-being as well as the health of your consumers, your communities, and the environment. A Culture of Health can help you to reduce costs, increase revenues and profits, and enhance your company’s reputation. For example, employees who work in a healthy and safe environment spend less time away from work for health reasons, decreasing interruptions, while increasing output and employee retention. When employees and customers spend less on health care, they have more disposable income to spend on non–health care needs, boosting the economy, and benefiting your business. Strengthening your business using the Culture of Health approach will enhance the greater good by promoting well-being—benefitting society, your business and employees, your customers and communities, and you. Business & Management"
Introduction to Linear Models and Matrix Algebra,Harvard University,Intermediate,https://www.edx.org/course/introduction-to-linear-models-and-matrix-algebra,Learn to use R programming to apply linear models to analyze data in life sciences.,"Matrix Algebra underlies many of the current tools for experimental design and the analysis of high-dimensional data. In this Beginner online course in data analysis, we will use matrix algebra to represent the linear models that commonly used to model differences between experimental units. We perform statistical inference on these differences. Throughout the course we will use the R programming language to perform matrix operations.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. You will need to know some basic stats for this course. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818. Math"
DO Your Venture: Entrepreneurship For Everyone,Indian Institute of Management Bangalore,Beginner,https://www.edx.org/course/do-your-venture-entrepreneurship-for-everyone,This course is part of a MicroMasters® Program,"This hands-on, action oriented business and management course will introduce you to a systematic, scientific and an easy process of testing your ideas and opportunities you envision.You will learn the “DO your Venture” ideology, which will teach you common paths entrepreneurs take when launching their own venture. You will also learn the tools and techniques for generating ideas and then test your ideas in the field and gather feedback. Business & Management"
Humanitarian Response to Conflict and Disaster,Harvard University,Beginner,https://www.edx.org/course/humanitarian-response-to-conflict-and-disaster,"Learn the principles guiding humanitarian response to modern emergencies, and the challenges faced in the field today.","From the Syrian refugee crisis to the West Africa Ebola outbreak, humanitarian emergencies have reached unprecedented dimensions and proportions. As need for humanitarian aid grows, how can efforts to alleviate human suffering evolve with it?This course from the Harvard Humanitarian Initiative and HarvardX seeks to prepare learners to recognize and analyze emerging challenges in the humanitarian field. The course explores the ethical and professional principles that guide humanitarian response to conflict and disaster. Participants will learn the legal and historical frameworks that shaped these principles, test their applicability to the challenges faced by humanitarian actors today.Through four case studies covering the responses to crises in Goma (Zaire), Somalia, the Balkans, Afghanistan and Pakistan, participants will engage with Harvard faculty, current practitioners, and one another. These cases introduce major trends affecting the current landscape of humanitarian response – including rapid population displacement, violence against aid workers, and civil-military engagement. Thoughtfully engaging with this course will prepare participants to be informed and aware humanitarian practitioners, scholars, policy-makers, and global citizens. Health & Safety"
"Women Making History: Ten Objects, Many Stories",Harvard University,Beginner,https://www.edx.org/course/women-making-history-ten-objects-many-stories,"Learn how American women created, confronted, and embraced change in the 20th century while exploring ten objects from Radcliffe’s Schlesinger Library.","As we approach the centennial of the passage of women’s suffrage in 1920, there has been a recent burst of activism among American women. Women are running for political office in record numbers. Women are organizing and taking to the streets to demand change. Women are grappling with inclusion and intersectionality. While some of this activity may have been a response to the 2016 presidential elections, its roots lie deep in 20th-century history — a history richly preservedin Harvard’s Schlesinger Library building on the library’s 75th Anniversary Exhibit. This course exemplifies the importance of archives in themaking of history. Professors Laurel Ulrich and Jane Kamensky, along with colleagues from across Harvard University and beyond, show how women in the 20th-century United States pushed boundaries, fought for new rights, and challenged contemporary notions of what women could and should do. Through the exploration of ten iconic objects from the Schlesinger collection, they demonstrate how women created change by embracing education, adopting new technologies, and creating innovative works of art; pushing against discrimination and stepping into new roles in public and in private. History"
Masterpieces of World Literature,Harvard University,Beginner,https://www.edx.org/course/masterpieces-of-world-literature,"Embark on a global journey to explore the past, present, and future of World Literature.","This literature course explores how great writers refract their world and how their works are transformed when they intervene in our global cultural landscape today.No national literature has ever grown up in isolation from the cultures around it; from the earliest periods, great works of literature have probed the tensions, conflicts, and connections among neighboring cultures and often more distant regions as well.Focusing particularly on works of literature that take the experience of the wider world as their theme, this course will explore the varied artistic modes in which great writers have situated themselves in the world, helping us to understand the deep roots of today's intertwined global cultures.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of theedX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read ourresearch statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from pa`rticipation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contactharvardx@harvard.edu and/or report your experience through the edX contact form. Literature"
SQL for Data Science,IBM,Beginner,https://www.edx.org/course/sql-for-data-science,Learn how to use and apply the powerful language of SQL to better communicate and extract data from databases - a must for anyone working in the data science field.,"Much of the world's data lives in databases. SQL (or Structured Query Language) is a powerful programming language that is used for communicating with and extracting various data types from databases. A working knowledge of databases and SQL is necessary to advance as a data scientist or a machine learning specialist. The purpose of this course is to introduce relational database concepts and help you learn and apply foundational knowledge of the SQL language. It is also intended to get you started with performing SQL access in a data science environment.The emphasis in this course is on hands-on, practical learning. As such, you will work with real databases, real data science tools, and real-world datasets. You will create a database instance in the cloud. Through a series of hands-on labs, you will practice building and running SQL queries. You will also learn how to access databases from Jupyter notebooks using SQL and Python.No prior knowledge of databases, SQL, Python, or programming is required. Data Analysis & Statistics"
Science & Cooking: From Haute Cuisine to Soft Matter Science (physics),Harvard University,Beginner,https://www.edx.org/course/science-cooking-from-haute-cuisine-to-soft-matte-2,"Top chefs and Harvard researchers explore how traditional and modernist cooking techniques can illuminate basic principles in chemistry, physics, and engineering. Learn about elasticity, viscosity, mayonnaise, baking, and more!","In this course, which investigates physical transformations in food, we will be visited by world-famous chefs who use a number of different styles and techniques in their cooking. Each chef will demonstrate how he or she prepares delicious and interesting creations, and we will explore how fundamental scientific principles make them possible.Topics will include:You will also have the opportunity to become an experimental scientist in your very own laboratory — your kitchen! By following along with the recipes of the week, taking precise measurements, and making skillful observations, you will learn to think like both a chef and a scientist. This practice will prepare you for the final project, when you will design and perform an experiment to analyze a recipe of your choice from a scientific perspective.The lab is certainly one of the most unique components of this course — after all, in what other science course can you eat your experiments? Physics"
Marketing Analytics: Competitive Analysis and Market Segmentation,"University of California, Berkeley",Intermediate,https://www.edx.org/course/marketing-analytics-competitive-analysis-and-marke,This course is part of a MicroMasters® Program,"In this marketing course, you will learn about competitive analysis and market segmentation, including how to analyze and structure industries and markets to transform your marketing efforts from vague, generic attempts to laser-guided precision.You will learn how to predict what your competitors will do next, plus how to segment markets for greater customer satisfaction and company profitability.This course is taught by Stephan Sorger who has held leadership roles in marketing and product development at companies such as Oracle, 3Com and NASA. He has also taught for over a decade at UC Berkeley Extension and is the author of two widely adopted marketing textbooks.This course will equip you with the knowledge and skills necessary to immediately see practical benefits in the workplace. Analytics-based marketing is increasingly important in determining a company’s spending and ROI. Many entry-level positions in marketing now require some basic level of knowledge in this rapidly growing field. Computer Science"
MalariaX: Defeating Malaria from the Genes to the Globe,Harvard University,Intermediate,https://www.edx.org/course/malariax-defeating-malaria-from-the-genes-to-the-g,"How can we eradicate malaria? Explore cutting-edge science and technology, and examine policies needed, to control and eliminate malaria.","How can we eradicate malaria? Explore the scientific and technological underpinnings of malaria, as well as the historical, political, social, and economic contexts in which control, elimination, and eradication efforts unfold.Through foundational lectures and supplemental interviews, this course provides participants with a toolbox of knowledge and skills. Learners will be guided through the analysis of real-world data and its effective use in problem-solving. Analytical approaches focus on how to develop and implement evidence-based intervention strategies to contribute to national and local malaria eradication efforts.The target audience for the course includes those with an interest in gaining the technical expertise and leadership skills needed to work in global health and malaria programs around the world.The self-paced nature of the course will allow learners to access it at their convenience. Biology & Life Sciences"
Entrepreneurship in Emerging Economies,Harvard University,Beginner,https://www.edx.org/course/entrepreneurship-in-emerging-economies,Explore how entrepreneurship and innovation tackle complex social problems in emerging economies.,"This business and management course, taught by Harvard Business School professor Tarun Khanna, takes an inter-disciplinary approach to understanding and solving complex social problems. You will learn about prior attempts to address these problems across the emerging markets, identify points of opportunity for smart entrepreneurial efforts, and propose and develop your own creative solutions. The focus of this course is on individual agency—what can you do to address a defined problem? The creative process starts with immersion in the problem-at-hand and the harnessing of diverse perspectives.The course then touches on issues related to financing, scaling up of operations, branding, the management of property rights, and the creation of appropriate metrics for assessing progress and social value, in the fast-growing but institutionally compromised settings of emerging markets.The settings are diverse, sectoral (healthcare, online commerce, fintech, infrastructure) and geographic (India and South Asia, China, Africa, Latin America). But the emphasis is less on comprehensive coverage than on developing a way of thinking with a bias-to-action. Business & Management"
JavaScript Introduction,The World Wide Web Consortium (W3C),Beginner,https://www.edx.org/course/javascript-introduction,"Learn JavaScript, a Web development programming language, to add interactivity to your Web pages, and become an expert Web developer.","This course is part of W3C's ""Front-End Web Developer"" Professional Certificate.JavaScript lets you add interactive features to your Web sites, including dynamically updated content, controlled multimedia, animated images, and much more. Developed in partnership between W3C and University Côte d'Azur, this Beginner course has been designed to help Web developers have an understanding of the basic concepts of the language. We present JavaScript best practices by means of many interactive examples, some of which being demonstrated in live coding videos.We use JavaScript in the Web browser. Why JavaScript is worth your time:At the end of the course, we expect you to be able to read the source code of any JavaScript example found on the Web, learn from it, tweak it, and even – why not? – start contributing to open-source JavaScript projects.  Computer Science"
People Management,Indian Institute of Management Bangalore,Beginner, impact of individual and organizational factors on people management.Week 2: Getting Work Done Through OthersChallenges of getting work done,Learn to be a better manager by developing leadership and communication skills designed to turn first time managers into great team leaders.,"Do you aspire to be an ideal people manager? The journey from being an individual contributor to a people manager requires significant personal development and growth. If you are a first time manager, you may have asked yourself:The objective of this business and management course is to smoothen the transition for newly appointed people managers, motivate and guide people who are aspiring to become one and to think back and reflect for seasoned managers.The course will provide learners with an enhanced understanding of the role of people management in organizational context. Business & Management"
Using Email for Networking in English,University of Washington,Beginner,https://www.edx.org/course/using-email-for-networking-in-english,"Improve your writing skills. Write effective emails including great subject lines, greetings, and closings. You’ll be more confident as you communicate for business, send messages, expand your network, and search for jobs in English.","Effective writing is an important business skill, especially for networking, and most communication takes place using email. In this course, you’ll learnimportant vocabulary and strategies for writing effective emails, starting with the subject line. You'll learn how to write messages for different audiences and understand when tobe formal or direct.You’llalso learn how your choice of words can change the way people view your message.You'll practice writing emails to follow up with people in your network. Language"
Databases: Relational Databases and SQL,Stanford University,Beginner,https://www.edx.org/course/databases-5-sql,"This course is one of five self-paced courses on the topic of Databases, originating as one of Stanford's three inaugural massive open online courses released in the fall of 2011. The original ""Databases"" courses are now all available on edx.org.","About the Database Series of Courses""Databases"" was one of Stanford's three inaugural massive open online courses in the fall of 2011. It has been offered in synchronous and then in self-paced versions on a variety of platforms continuously since 2011. The material is now being offered as a set of five self-paced courses, which can be taken in a variety of ways to learn about different aspects of databases. Relational Databases and SQL is the most popular course in the Databases series. It is applicable to learners seeking to gain a strong understanding of relational databases, and to master SQL, the long-accepted standard query language for relational database systems. Additional courses focus on advanced concepts in relational databases and SQL, formal foundations and database design methodologies, and semistructured data.All of the courses are based around video lectures and demos. Many of them include quizzes between video segments to check understanding, in-depth standalone quizzes, and/or a variety of automatically-checked interactive exercises. Each course also includes an unmoderated discussion forum and pointers to readings and resources. The courses are described briefly below. Taught by Professor Jennifer Widom, the overall curriculum draws from Stanford's popular longstanding Databases course.Why Learn About DatabasesDatabases are incredibly prevalent -- they underlie technology used by most people every day if not every hour. Databases reside behind a huge number of websites; they're a crucial component of telecommunications systems, banking systems, video games, and just about any other software system or electronic device that maintains some amount of persistent information. In addition to persistence, database systems provide a number of other properties that make them exceptionally useful and convenient: reliability, efficiency, scalability, concurrency control, data abstractions, and high-level query languages. Databases are so ubiquitous and important that computer science graduates frequently cite their database class as the one most useful to them in their industry or graduate-school careers.Stanford's online offering in Databases is now available as a set of five self-paced courses:Databases: Relational Databases and SQLDatabases: Advanced Topics in SQL (prerequisite: Relational Databases and SQL)Databases: OLAP and RecursionDatabases: Modeling and TheoryDatabases: Semistructured Data Computer Science"
C Programming: Getting Started,Dartmouth_IMTx-Dartmouth College-IMT,Beginner,https://www.edx.org/course/c-programming-getting-started,Start learning one of the most powerful and widely used programming languages: C.,"In this course, you will learn the principles of C programming and start coding hands-on in a browser tool that will provide instant feedback on your code. The C programming language is one of the most stable and popular programming languages in the world. It helps to power your smartphone, your car's navigation system, robots, drones, trains, and almost all electronic devices. C is used in any circumstances where speed and flexibility are important, such as in embedded systems or high-performance computing. In this course, you will get started with C and learn how to write your first programs, how to make simple computations and print the results to the screen, how to store values in variables and how to repeat instructions using loops. Beginners, even those without any programming experience, will be able to immediately start coding in C with the help of powerful yet simple coding tools right within the web browser. No need to install anything! We are excited to introduce you to the world of coding and launch you along your path to becoming a skilled C programmer! This is the first course in the C Programming with Linux Professional Certificate program. This series of seven short courses will establish your programming skills and unlock doors to careers in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science"
Supply Chain Analytics,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/supply-chain-analytics,"Master and apply the core methodologies used in supply chain analysis and modeling, including statistics, regression, optimization and probability ​- part of the MITx Supply Chain Management MicroMasters Credential.","Supply chains are complex systems involving multiple businesses and organizations with different goals and objectives. Many different analytical methods and techniques are used by researchers and practitioners alike to better design and manage their supply chains. This business and management course introduces the primary methods and tools that you will encounter in your study and practice of supply chains. We focus on the application of these methods, not necessarily the theoretical underpinnings.We will begin with an overview of Beginner probability and decision analysis to ensure that students understand how uncertainty can be modeled. Next, we will move into basic statistics and regression. Finally, we will introduce optimization modeling from unconstrained to linear, non-linear, and mixed integer linear programming.This is a hands-on course. Students will use spreadsheets extensively to apply these techniques and approaches in case studies drawn from actual supply chains . Business & Management"
Programming for the Web with JavaScript,University of Pennsylvania,Intermediate,https://www.edx.org/course/programming-for-the-web-with-javascript,"Learn how to develop dynamic, interactive, and data-driven web apps using JavaScript.","JavaScript is the programming language of the World Wide Web.As a professional web software developer, you will not only need to know how to program in this simple yet powerful language, but you will need to understand the fundamentals of how data is exchanged on the World Wide Web (WWW) and what tools and frameworks are available to you for creating robust, interactive web applications.This course, part of the CS Essentials for Software Development Professional Certificate program, provides an introduction to modern web development using JavaScript. In addition to exploring the basics of web page creation using HTML and CSS, you will learn advanced web page layout and responsive design tools such as Bootstrap. You will also learn how browsers represent a web page data using the Document Object Model (DOM) and how to develop dynamic, interactive web pages using JavaScript in the browser. Beyond fundamental JavaScript syntax and advanced language features such as callbacks, events, and asynchronous programming, you will work with jQuery, which provides functionality for simplified DOM manipulation and event handling.This course will also introduce you to modern web frameworks and component-based libraries such as React.js for efficiently developing modular web page components, and D3.js for creating data-driven documents. We will also teach you how to represent and exchange data using JavaScript Object Notation (JSON), and how to access RESTful APIs on the web.Server-side JavaScript is becoming more prevalent in the industry, with web frameworks such as Node.js and Express making it simple to create and deploy complex, data-driven web applications. This course will prepare you to use such frameworks and show you how to integrate them with NoSQL databases such as MongoDB. Computer Science"
Introduction to Digital Humanities,Harvard University,Beginner,https://www.edx.org/course/introduction-to-digital-humanities,Develop skills in digital research and visualization techniques across subjects and fields within the humanities.,"As primary sources of information are more frequently digitized and available online than ever before, how can we use those sources to ask new questions? How did Chinese families organize themselves and their landscapes in China’s past? How did African slaves from different cultures form communities in the Americas? What influences informed the creation and evolution of Broadway musicals? How can I understand or interpret 1,000 books all at once? How can I create a visualization that my students can interact with? The answers to these questions can be explored using a wide variety of digital tools, methods, and sources. As museums, libraries, archives and other institutions have digitized collections and artifacts, new tools and standards have been developed that turn those materials into machine-readable data. Optical Character Recognition (OCR) and the Text Encoding Initiative (TEI), for example, have enabled humanities researchers to processvastamounts of textual data. However, these advances are not limited just to text. Sound, images, and video have all been subject to these new forms of research. This course will show you how to manage the many aspects of digital humanities research and scholarship. Whether you are a student or scholar, librarian or archivist, museum curator or public historian — or just plain curious — this course will help you bring your area of study or interest to new life using digital tools. Humanities"
Upper-Intermediate English: Business and Industry,Universitat Politècnica de Valencia,Intermediate,https://www.edx.org/course/upper-intermediate-english-business,"Take your English language skills to the next level. Learn how to write letters, use appropriate verbal tenses and enhance your vocabulary and grammar, all within the context of business.","This course is the first in a series of four English language MOOCs designed for students with an intermediate level of English looking to reach a higher intermediate level. The course is comprised of video lessons, reading comprehension activities, grammar explanations and exercises, listening comprehension activities and speaking practice. The course covers interesting topics such assuccessful businesses, risk management, industrial design and radio broadcasting. This course also includes preparatory materials and recommendations to take the Cambridge University First Certificate in English Examination (FCE). Language"
EmSAT English Preparation - Level 1,United Arab Emirates University,Beginner,https://www.edx.org/course/emsat-english-preparation-level-1,"This Comprehension and Production course focuses on the pre-intermediate level and develops the learner’s reading, listening and study skills. Learners focus on high frequency and academic vocabulary, in addition to being introduced to the EmSAT exam structure.","This Pre-Intermediate English as a Second Language course helps students with a current EmSAT score lower than 1175 to develop their reading and grammar skills. Students will develop exam strategies to prepare them for the reading and vocabulary sections of their exam.Additionally, students will develop writing, grammar, and vocabulary skills. The course will consolidate and expand upon basic grammatical knowledge in writing and speaking. The course will also teach exam strategies for the writing & grammar sections of the exam. Students will develop an understanding of the different writing & grammar tasks on the exam and an awareness of appropriate discourse structures for exam writing tasks. Language"
Python for Data Science,"The University of California, San Diego",Advanced,https://www.edx.org/course/python-for-data-science-2,"Learn to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.","In the information age, data is all around us. Within this data are answers to compelling questions across many societal domains (politics, business, science, etc.). But if you had access to a large dataset, would you be able to find the answers you seek?This course, part of the Data Science MicroMasters program, will introduce you to a collection of powerful, open-source, tools needed to analyze data and to conduct data science. Specifically, you'll learn how to use:You will learn these tools all within the context of solving compelling data science problems.After completing this course, you'll be able to find answers within large datasets by using python tools to import data, explore it, analyze it, learn from it, visualize it, and ultimately generate easily sharable reports.By learning these skills, you'll also become a member of a world-wide community which seeks to build data science tools, explore public datasets, and discuss evidence-based findings. Last but not least, this course will provide you with the foundation you need to succeed in later courses in the Data Science MicroMasters program. Data Analysis & Statistics"
Empathy and Emotional Intelligence at Work,"University of California, Berkeley",Beginner,https://www.edx.org/course/empathy-and-emotional-intelligence-at-work,"Learn research-based skills to strengthen empathy and trust, improve collaboration, and create more innovative, productive, and satisfying experiences at work.","One of the key insights from the science of happiness is that our own personal happiness depends heavily on our relationships with others. By tuning into the needs of other people, we actually enhance our own emotional well-being. The same is true within organizations: those that foster trusting, cooperative relationships are more likely to have a more satisfied, engaged—and more productive and innovative—workforce, with greater employee loyalty and retention.This course delves into the social and emotional skills that sustain positive relationships at work. It highlights the foundational and related skills of empathy and “emotional intelligence,” also known as EQ, which refers to the skills of identifying and regulating our own feelings, tuning into the feelings of others and understanding their perspectives, and using this knowledge to guide us toward constructive social interactions.Drawing on research and real-world case studies, the course reveals how honing these skills promotes well-being within an organization, supporting everything from good management—managers high in empathy, for example, have employees who report being happier and take fewer sick days—to more effective teamwork, problem solving, and recovery from setbacks. The course also explains the psychological and neuroscientific roots of cooperative, compassionate behaviors, making the case that these are not just “soft” skills but core aspects of human nature that serve basic human needs as well as the bottom line.What’s more, it offers practical ways to strengthen empathy, trust, and collaboration among teams and resolve conflicts more constructively—with a special emphasis on how socially intelligent leadership can build cultures of belonging and engagement.The course instructors are expert faculty from UC Berkeley’s Greater Good Science Center, Dacher Keltner, Ph.D., and Emiliana Simon-Thomas, Ph.D., whose earlier edX course, The Science of Happiness, has been a global phenomenon, inspiring a half million students worldwide. Here they take a central insight from that course—that our personal well-being is entwined with our social connections—and explain how to apply it to the modern workplace to create more productive, satisfying experiences at work. Business & Management"
Design Thinking and Creativity for Innovation,The University of Queensland,Intermediate,https://www.edx.org/course/design-thinking-and-creativity-for-innovation,Learn the fundamentals of how design thinking and creativity can be used to enable innovation.,"Innovation matters to everyone, including managers in small or large organizations, start-up entrepreneurs, those in government roles, or teachers.This course looks at how individuals and organizations use creativity and design thinking skills to identify and choose opportunities that enable innovation. Creative problem solving skills are developed and enhanced through a range of real world activities. An overview of design thinking tools is provided to help students understand design thinking as a problem solving approach. Ideas developed through these processes are then applied to a customer discovery approach to understand their value in the market place. Business & Management"
China and Communism,Harvard University,Beginner,https://www.edx.org/course/china-and-communism,"Explore the Maoist period of China, from the Communist Party to the death of Mao and the reopening of China.","How did the Communists conquer China? What role does culture play? What are the successes and failures of the Chinese Communist Party after seizing power in 1949? What constitutes liberation? This course will help you answer these important questions as you explore the profound cultural, intellectual, political and economic changes of this period. You’ll learn how Communist China fits in with a larger socialist world order and how historical interpretations of this period reinforce or challenge the official narrative in China today. Join us to develop your own approach and gain a critical understanding of the rise of the Communist Party, Sino-Soviet relations, the Cultural Revolution, and, ultimately, the reopening of China. History"
Mandarin Chinese Level 1,MandarinX,Beginner,https://www.edx.org/course/mandarin-chinese-level-1,"Mandarin Chinese is rapidly becoming one of the top languages to learn, especially for business. Learnbasic language skills for business scenarios in Mandarin-speaking countries.","Chinese is, without a doubt, the most spoken language on the planet. Learning Chinese will help your company or organization break into the biggest market on the planet. Being able to properly and correctly introduce yourself in Chinese will help you open the door to a whole new world. Mandarin Chinese Level 1will introduce you to the basic language skills you will need to eat, live, and get around in Mandarin speaking countries, building your confidence to communicate effectively with colleagues, clients and friends in Chinese. If you enroll in the verified track, you will be able to participate in the Webinar lectured by Dr. Estella Y. Chen, who will lead the discussion with a wide variety of popular topics to accompany you to the world of chinese business culture and trend. What's more, in the verified track, we'll give you three pronunciation lessons that will help you communicate more smoothly and effectively in a business environment. Since this is a language course, we recommend taking this course with a friend or group of friends. Practicing with others by speaking the language will help you learn it more effectively. Additionally, Mandarin is a tonal language, which means that in order to truly master it, you will need to say the words out loud! Join the community of over 900 million native Mandarin speakers and start learning today! Language"
Introduction to Biology - The Secret of Life,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/introduction-to-biology-the-secret-of-life-3,"Explore the secret of life through the basics of biochemistry, genetics, molecular biology, recombinant DNA, genomics and rational medicine.","Read fully to understand the verified-certificate option. Join Professor Eric Lander and the MITx Biology team in an exciting learning experience available for free to all enrolled learners. The 7.00x Beginner Biology course materials are available for exploration and completion by registering as an auditor or verified-track learner, including video, interactive problem sets, and exams. We strongly encourage you to work through the activities, towards a goal of learning biology. We have optimized the course settings for learning: instant feedback after trying problems and all content available at all times for self-paced progress. You receive feedback on correctness of answers, but the problem submissions do not count toward the grade for a certificate. Instead, we offer a thorough and robust means of certifying edX learners in their mastery of the MITx Beginner biology content, through a the MITx 7.00x Introduction to Biology Competency Exam. This challenging option is available only to those who register for the verified-certificate track, and successful completion of this exam is the only assessment that counts toward a certificate. We highly recommend preparing for the Competency Exam certification by using the current course materials and MIT OpenCourseWare problems. The next Competency Exam will be open October 27, 2020 to November 3, 2020.7.00x is an Beginner level biology course hosted by professor Eric Lander, who was one of the leaders of the Human Genome Project. The course content reflects the topics taught in the MIT Beginner biology courses and many biology courses across the world. As a learner, you will first focus on the structure and function of macromolecules such as DNA, RNA and proteins. You will discover how changes in the structure of some of these macromolecules alter their functions and what the implications of such changes have on human health. As you continue in the course, you will apply an understanding of heredity and information flow within cells to human health and disease and will learn about molecular biological techniques and their potential to impact our changing world. After you complete this course, you will have a foundation in biology that will allow you to understand the remarkable medical revolution going on today.MITx 7.00x: Introduction to Biology – The Secret of Life will let you explore the mysteries of biochemistry, genetics, molecular biology, recombinant DNA technology and genomics, and rational medicine. Good luck in your journey! Biology & Life Sciences"
Causal Diagrams: Draw Your Assumptions Before Your Conclusions,Harvard University,Beginner,https://www.edx.org/course/causal-diagrams-draw-your-assumptions-before-your,Learn simple graphical rules that allow you to use intuitive pictures to improve study design and data analysis for causal inference.,"Causal diagrams have revolutionized the way in which researchers ask: What is the causal effect of X on Y? They have become a key tool for researchers who study the effects of treatments, exposures, and policies. By summarizing and communicating assumptions about the causal structure of a problem, causal diagrams have helped clarify apparent paradoxes, describe common biases, and identify adjustment variables. As a result, a sound understanding of causal diagrams is becoming increasingly important in many scientific disciplines.The first part of this course is comprised of seven lessons that introduce causal diagrams and its applications to causal inference. The first lesson introduces causal DAGs, a type of causal diagrams, and the rules that govern them. The second, third, and fourth lessons use causal DAGs to represent common forms of bias. The fifth lesson uses causal DAGs to represent time-varying treatments and treatment-confounder feedback, as well as the bias of conventional statistical methods for confounding adjustment. The sixth lesson introduces SWIGs, another type of causal diagrams. The seventh lesson guides learners in constructing causal diagrams.The second part of the course presents a series of case studies that highlight the practical applications of causal diagrams to real-world questions from the health and social sciences.Professor Photo Credit: Anders Ahlbom Data Analysis & Statistics"
生活英语听说 | Conversational English Skills,Tsinghua University,Beginner,https://www.edx.org/course/conversational-english-skills,Learn how to effectively communicate in English and improve your conversational language skills. 你想与native speaker无障碍交流吗？让中外老师和50多位美国、英国、爱尔兰、加拿大、澳大利亚、哥伦比亚的朋友，带你领略一次不一样的英语学习之旅吧。,"Are you finding it difficult to start the conversation, or find the right words when communicating in English? Do you know how to start and end conversations in a polite way? Do you want to learn more about American, British, Canadian, Australian, South Korean, Colombian, and Chinese cultures? If so, you’ve come to the right course!语言最重要的功能就是交流。在交流中我们要知道如何开始一个对方感兴趣的话题，回答别人的提问，自然、流畅地完成一个对话。本课程选取了8个主题，由50多位来自美国、英国、加拿大、澳大利亚、哥伦比亚、中国的老师及各个年龄段的学生，在真实的场景中，用最地道的表达和最纯正的英语，带你谈论日常生活、学习的方方面面。 本课程分为八个单元，每个单元有一个主题，分别是： 1、个人信息的介绍与交换
2、我们的家人和朋友
3、饮食与用餐
4、英语学习的目的和方法
5、假日活动和难忘的经历
6、兴趣爱好
7、情感表达
8、保持健康 每个主题由十余组对话和小组讨论，外籍老师的中西方文化差异介绍，中国老师的重点词汇、句型讲解，听力理解练习和口语测试构成。通过学习和练习，你将可以和讲英语的朋友们自如地交谈、讨论与主题相关的任何问题。本课程的学习方法有很多。英语学习者可以在反复地听和跟读对话的过程中，不断积累语言素材，和你身边的朋友或同课程的学习者进行对话练习；英语教师可以选用本课程中适合的主题，组织学生进行听说训练，组织高效课堂。也许你不能理解每段对话的全部内容，只需听懂大意，随着课程的进展，你听懂的内容会越来越多。让我们一起实现一次英语听说的飞跃吧。
本门课程在制作过程中得到了香港伟新教育基金和Google公司的资助，特此鸣谢。 Communication"
Shakespeare’s Othello: The Moor,Harvard University,Beginner,https://www.edx.org/course/shakespeares-othello-the-moor,Explore acts of storytelling in Shakespeare's Othello alongside world-class artists who interpret Othello's story in new forms and contexts today.,"In this course, we'll read William Shakespeare’s Othello and discuss the play from a variety of perspectives. The goal of the course is not to cover everything that has been written on Othello. Rather, it is to find a single point of entry to help us think about the play as a whole. Our entry point is storytelling. We'll look at the ways in which Shakespeare's characters tell stories within the play––about themselves, to themselves, and to each other. We'll consider, too, how actors, directors, composers, and other artists tell stories through Othello in performance. By focusing on storytelling, we can see how the play grapples with larger issues including power, identity, and the boundary between fact and fiction. From lectures filmed on-location in Venice and conversations with artists, academics, and librarians at Harvard, students will have unprecedented access to a range of resources for ""unlocking"" Shakespeare's classic play. Humanities"
Basic Spanish 2: One Step Further,Universitat Politècnica de Valencia,Beginner,https://www.edx.org/course/basic-spanish-2-one-step-further,"Beginners course for learners of Spanish that focuses not only on language, but also on cultural aspects, specifically designed for English speakers.","¡Bienvenidos y bienvenidas! (Welcome!) In this Spanish course, you will learn basic vocabulary to talk about yourself and your everyday life, in the present and in the past, in simple and brief communication situations, as well as about plans for an immediate future. At the end of the course you will be able to communicate in everyday situations according to the A1 proficiency level as described in the Common European Framework of Reference for Languages (CEFRL, Council of Europe).The course, which is designed for English speakers, offers a variety of exercises after going through the stages of content presentation, comprehension and production. You have videos, small texts and audios to improve your pronunciation, glossaries, activities for oral practice with other course students, quizzes, grammar cards and recommendations on external Internet resources to continue learning more and more Spanish.The topics on which the activities revolve are work life, family life, city life and outdoor life. As you can see, a bit of everything to be able talk about yourself and to engage in everyday communication.We hope you like our menu. ¡Buen provecho! (Bon appétit!)Basic vocabulary to be able to use and understand information related to:Basic grammatical structures such as articles and nouns, adjectives, present, future and past tenses of regular and irregular verbs. Language"
Financial Market Analysis,The International Monetary Fund,Intermediate,https://www.edx.org/course/financial-market-analysis,Learn the fundamentals of finance that are essential for both investors and policymakers.,"In this IMFx course you will learn, from hands-on demonstrations, how to price different types of bonds, how to calculate different measures of bond yields and how to compare them across different types of instruments. You will become familiar with the term structure of interest rates, a key ingredient in establishing benchmark rates used to price securities in the markets and a valuable tool for monetary policy design and diagnosis.You’ll gain an understanding of the firm fundamentals that can explain why a stock price may go up or down, or why it might be higher for one company in comparison to another, you will be able to apply these fundamentals at the economy-wide level to analyze valuations of the stock market as a whole.Finally, you will gain insight into investors’ decisions. You’ll explore the main criteria that an investor uses to determine how to construct the best possible portfolio of risky assets. You will also adopt the perspective of a policymaker interested in understanding how monetary policy affects the risk and return properties of financial investments.In short, the FMAx course is designed to provide a common language in finance, thus allowing you to interpret and analyze financial data. It will also provide you with a foundation upon which you can proceed to more advanced or policy-oriented training in areas in which macroeconomics and finance meet.Financial Market Analysis is offered by the IMF with financial support from the Government of Japan. Economics & Finance"
CS50's Computer Science for Business Professionals,Harvard University,Beginner,https://www.edx.org/course/cs50s-computer-science-for-business-professionals,This is CS50’s introduction to computer science for business professionals.,"This is CS50’s introduction to computer science for business professionals, designed for managers, product managers, founders, and decision-makers more generally. Whereas CS50 itself takes a bottom-up approach, emphasizing mastery of low-level concepts and implementation details thereof, this course takes a top-down approach, emphasizing mastery of high-level concepts and design decisions related thereto. Through lectures on computational thinking, programming languages, internet technologies, web development, technology stacks, and cloud computing, this course empowers you to make technological decisions even if not a technologist yourself. You’ll emerge from this course with first-hand appreciation of how it all works and all the more confident in the factors that should guide your decision-making. Computer Science"
Upper-Intermediate English: Business and Globalization,Universitat Politècnica de Valencia,Intermediate,https://www.edx.org/course/upper-intermediate-english-globalization,"Learn how to write letters, use appropriate verbal tenses and enhance your English vocabulary and grammar, all within the context of globalization.","This course is the third in a series of four English language MOOCs designed for students with an intermediate level of English looking to reach a higher intermediate level. The course is comprised of video lessons, reading comprehension activities, grammar explanations and exercises, listening comprehension activities and speaking practice. The course covers interesting topics such as the Edinburgh Theatre Festival, music, films and theatre, migratory movementsand indigenous cultures. This course also includes preparatory materials and recommendations to take the Cambridge University First Certificate in English Examination (FCE). Language"
The Opioid Crisis in America,Harvard University,Beginner,https://www.edx.org/course/the-opioid-crisis-in-america,"Learn about the opioid epidemic in the United States, including information about treatment and recovery from opioid addiction.","On average, 130 Americans die every day from an overdose of opioids, the class of drugs that includes heroin, hydrocodone, codeine, morphine, and fentanyl. Around 70% of all opioid overdose deaths involved a prescription opioid. Drug overdose is now the leading cause of accidental death in the United States — opioid addiction is driving this epidemic. In this course, you'll learn about the origins and spread of this epidemic. Our experts will cover the appropriate ways this class of drugs should be used, but we will also explore the impact of opioid misuse on the individual, family, and community. You’ll hear about effective medical treatments for addiction and how to reduce the stigma that exists around addiction. You’ll learn how to help prevent overdose deaths and explore the multiple pathways to recovery. Join us to confront this epidemic with a broad perspective of the causes, effects, and solutions to the opioid crisis. After learning about harm-reduction approaches and evidence-based interventions to prevent addiction and support recovery, you will be equipped to confront the opioid epidemic. — This course is available for Continuing Education credit. Enroll in the course to learn more about options for earning credit. Medicine"
Statistical Learning,Stanford University,Beginner,https://www.edx.org/course/statistical-learning,"Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R.","This is an Beginner-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines. Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical).This is not a math-heavy class, so we try and describe the methods without heavy reliance on formulas and complex mathematics. We focus on what we consider to be the important elements of modern data analysis. Computing is done in R. There are lectures devoted to R, giving tutorials from the ground up, and progressing with more detailed sessions that implement the techniques in each chapter.The lectures cover all the material in An Introduction to Statistical Learning, with Applications in R by James, Witten, Hastie and Tibshirani (Springer, 2013). The pdf for this book is available for free on the book website. Data Analysis & Statistics"
Introduction to Social Psychology,The University of Queensland,Beginner,https://www.edx.org/course/introduction-to-social-psychology,Learn why people think and behave the way they do in social settings.,"We often have firmly held beliefs about why people think and behave the way they do. Sometimes our intuitions are correct, but often they are not.Social psychology helps us understand how people think about themselves and other people and what motivates their behaviour in social settings.This course explores a range of topics in social psychology, from how we think about ourselves, how we think about others, and how we interact and communicate with others. We will also discuss the ways that we can influence others and be influenced by others. Finally, we look at some problematic aspects of human behaviour, such as prejudice and aggression.You should take this course if you are curious about why we behave the way we do. Humanities"
Artificial Intelligence (AI),Columbia University,Advanced,https://www.edx.org/course/artificial-intelligence-ai,"Learn the fundamentals of Artificial Intelligence (AI), and apply them. Design intelligent agents to solve real-world problems including, search, games, machine learning, logic, and constraint satisfaction problems.","What do self-driving cars, face recognition, web search, industrial robots, missile guidance, and tumor detection have in common?They are all complex real world problems being solved with applications of intelligence (AI).This course will provide a broad understanding of the basic techniques for building intelligent computer systems and an understanding of how AI is applied to problems.You will learn about the history of AI, intelligent agents, state-space problem representations, uninformed and heuristic search, game playing, logical agents, and constraint satisfaction problems.Hands on experience will be gained by building a basic search agent. Adversarial search will be explored through the creation of a game and an introduction to machine learning includes work on linear regression. Computer Science"
American Government: Constitutional Foundations,Harvard University,Beginner,https://www.edx.org/course/american-government-constitutional-foundations,Learn how early American politics informed the U.S. Constitution and why its promise of liberty and equality has yet to be fully realized.,"“We the People” are the opening words of the U.S. Constitution, yet the original document did not give citizens much say in the election of their officials. Though some of those issues have been addressed, substantial barriers—gerrymandering, voter registration, and voter ID laws—still restrain the power of the vote. Why? How can a country, founded more than 200 years ago on the ideals of liberty, equality, and individualism, still struggle to empower all of its citizens equally? This course explores the origins of U.S. political culture, how that culture informed the Constitution, and how that framework continues to influence the country’s politics and policies. We will examine the Constitution’s provisions for limited government, the division of power between the federal and state governments, and the forces that have made federalism a source of political conflict and change. We will address how the Constitution not only established the structure of the U.S. government but guarantees personal freedoms and civil rights. These rights have been challenged and expanded in significant Supreme Court cases, which will help to illustrate how historically disadvantaged groups have struggled to realize the 14th Amendment's promise of equality. Social Sciences"
Japanese Books: From Manuscript to Print,Harvard University,Beginner,https://www.edx.org/course/japanese-books-from-manuscript-to-print,"This course expands the definition of the “book” to include scrolls and albums, focusing on the reading experience of a variety of formats in Japan. You will begin by examining rare and beautifully preserved manuscripts in the Harvard Art Museums in an introduction exploring the material properties of Japanese books and scrolls, binding techniques, and important terminology. An examination of the illustrated scroll comes next, through a unit on the short story and visual storytelling in premodern Japan. The course concludes with The Tale of Genji , an overview of how this celebrated epic from the eleventh century was read and illustrated in every conceivable format, from scroll, to album, to printed book, into the modern era. ","Module 1: Books, Scrolls, and Religious DevotionThis unit offers special access to a unique group of books and scrolls and sacred objects once interred inside a thirteenth-century Buddhist sculpture of Prince Shotoku, now in the collection of the Harvard Art Museums. The works to be studied represent the most prevalent formats of Japanese books, but they display striking material idiosyncrasies that will help us understand how and why manuscripts were made, and how they could be personalized for individual readers, motivated, in this case, by religious devotion.Module 2: Visual and Textual Storytelling: Short-Story ScrollsEnter into the storyworlds of two lively illustrated Japanese tales, The Tale of the Rat (Nezumi sôshi) and The Chrysanthemum Spirit (Kiku no sei monogatari) in the Harvard Art Museums. Both tales are illustrated in the “small scroll” ( ko-e ) format, roughly half the size of standard scrolls, resembling medieval paperbacks, and intended for personal reading and private libraries. This unit focuses on reading experience, exploring the interrelationship between word and image, and explaining how literary and pictorial conventions work together to communicate a story.Module 3: “Multimedia” Books: The Tale of GenjiJapan’s most celebrated work of fiction, The Tale of Genji , has been continuously read from the time it appeared in the eleventh-century to the present day and provides a perfect case study for exploring various book formats over the centuries in Japan. Using decorated manuscripts, richly illustrated albums, and a playful printed book of a Genji spin-off, A Fraudulent Murasaki’s Rustic Genji (Nise Murasaki Inaka Genji), this unit showcases the spectacular visual and material properties of Genji volumes that make them suggestive of “multimedia” books. Art & Culture"
Foundations of Modern Finance  I,Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/foundations-of-modern-finance-i,A mathematically rigorous framework to understand financial markets delivered with data-driven insights from MIT professors.,"This is a two-part course, and part of the MicroMasters® Program in Finance. It provides a rigorous and comprehensive introduction to the fundamentals of modern finance and their applications to business challenges in valuation, investments, and corporate financial decisions under a unified framework.Completing this first course and program will help you prepare for a career as a financial analyst, financial advisor, vice president for finance, chief financial officer, and more.Finance provides a core function in any productive economy by providing a mechanism for savings, investment, and liquidity. Whether the learner is in a industrialized country or a developing country, financial services are essential for smooth functioning of the economy.The course is excellent preparation for anyone planning to take the CFA exams. Economics & Finance"
Operations Management,Indian Institute of Management Bangalore,Intermediate,https://www.edx.org/course/operations-management,This course is part of a MicroMasters® Program,"Have you ever wondered about the right methods to improve productivity, configure your supply chain or address the demand on hand?In recent years, businesses have strived to improve productivity and quality, reduce costs and delivery times, and embrace flexibility and innovation. These strategies are part of the Operations Management (OM) activities that service and manufacturing organizations engage in.Operations Management helps you to understand the role of OM in a firm and to develop abilities to structure and solve operations related problems. The course will empower you with skills to address important aspects of business operations including capacity, productivity, quality, and supply chain.You will understand how operations in an organization are configured and factors that can potentially drive the complexity of managing such operations. We will also introduce concepts like estimating capacity, identifying bottlenecks, and de-bottlenecking.Throughout the course, you will join us in discussions on productivity improvement methods, development of quality assurance systems and configuration of supply chains.The course will equip you with the right tools, techniques and skills to estimate, compute, analyze and configure key elements of operations management.View the course Welcome video from instructor B. Mahadevan. Business & Management"
Marketing Management,Indian Institute of Management Bangalore,Intermediate,https://www.edx.org/course/marketing-management,"Learn how to effectively apply marketing management theories and practices, including the marketing mix, through real-world business scenarios.","According to world-renowned management consultant, Peter Drucker, ""Marketing is the only distinguishing and unique function of business…There is only one valid definition of business purpose and that is to create a customer.”While the significance of marketing in today’s business world can never be overstated, it is the precise understanding and appreciation of marketing management that needs to be accentuated. Marketing management allows an organization to track, review and analyze their marketing resources and activities.In this marketing course, you will learn the fundamentals of marketing management, as you gradually learn advanced theories and applications through real world business examples, illustrations, cases and exercises. You will learn how marketing management tools can be used to increase your customer base, improve customer satisfaction and increase your company’s overall perceived value.You will learn how marketing serves as a key element within an organization’s strategy. Business & Management"
Introduction to Marketing,University of British Columbia,Beginner,https://www.edx.org/course/introduction-to-marketing,"Learn the fundamentals to marketing, including strategies and tools used across industries.","Marketing is a crucial function in all businesses and organizations, and is becoming increasingly crucial to success in our modern global economy. This course, regardless of your industry background, will teach you core concepts and tools to help you better understand and excel in marketing. Key topics include Market Research and its importance to strategy, brand strategy, pricing, integrated marketing communication, social media strategy, and more.Learn through award-winning teaching approaches of the Sauder School of Business’s marketing faculty. This course will bring a marketing lens to complex business and organization challenges and aid in holistic decision-making that aligns with customer and company goals.This course is for anyone interested in marketing. Business & Management"
Programming Basics,IITBombay,Beginner,https://www.edx.org/course/programming-basics,Learn basic computer programming skills and master the art of writing C/C++ programs to solve real world problems.,"Basic concepts of computer programming are introduced, starting with the notion of an algorithm. Emphasis is on developing the ability to write programs to solve practical computational problems.Topics include:Learners will read and understand many sample programs, and will have to write several on their own. This course deals with basic programming, and sets the foundation for solid programming practices for beginners.This course is part of the Fundamentals of Computer Science XSeries Program: Computer Science"
Probability and Statistics in Data Science using Python,"The University of California, San Diego",Advanced,https://www.edx.org/course/probability-and-statistics-in-data-science-using-p,"Using Python, learn statistical and probabilistic approaches to understand and gain insights from data.","The job of a data scientist is to glean knowledge from complex and noisy datasets.Reasoning about uncertainty is inherent in the analysis of noisy data. Probability and Statistics provide the mathematical foundation for such reasoning.In this course, part of the Data Science MicroMasters program, you will learn the foundations of probability and statistics. You will learn both the mathematical theory, and get a hands-on experience of applying this theory to actual data using Jupyter notebooks.Concepts covered included: random variables, dependence, correlation, regression, PCA, entropy and MDL. Data Analysis & Statistics"
HTML5 Coding Essentials and Best Practices,The World Wide Web Consortium (W3C),Intermediate,https://www.edx.org/course/html5-coding-essentials-and-best-practices,Learn how to write Web pages and Web sites by mastering HTML5 coding techniques and best practices.,"HTML5 is the standard language of the Web, developed by W3C. For application developers and industry, HTML5 represents a set of features that people will be able to rely on for years to come. HTML5 is supported on a wide variety of devices, lowering the cost of creating rich applications to reach users everywhere.Whatever mobile phones, connected objects, game consoles, automobile dashboards, and devices that haven’t even been considered yet, HTML5 helps write once and deploy anywhere!In this course, you will learn all the new HTML5 features to help create great Web sites and applications in a simplified but powerful way. HTML5 provides native support for video and audio without plug-ins, provides support for offline applications, for games with smooth interactive animations, and much more. Computer Science"
"Algorithms: Design and Analysis, Part 1",Stanford University,Intermediate,https://www.edx.org/course/algorithms-design-and-analysis,"Welcome to the self paced course, Algorithms: Design and Analysis! Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This specialization is an introduction to algorithms for learners with at least a little programming experience.","Welcome to the self paced course, Algorithms: Design and Analysis! Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth.This specialization is an introduction to algorithms for learners with at least a little programming experience. The specialization is rigorous but emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details. After completing this specialization, you will be well-positioned to ace your technical interviews and speak fluently about algorithms with other programmers and computer scientists.Specific topics in the course include: ""Big-oh"" notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), randomized algorithms (QuickSort, contraction algorithm for min cuts), data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of BFS and DFS, connectivity, shortest paths).Learners will practice and master the fundamentals of algorithms through several types of assessments. There are 6 multiple choice quizzes to test your understanding of the most important concepts. There are also 6 programming assignments, where you implement one of the algorithms covered in lecture in a programming language of your choosing. The course concludes with a multiple-choice final. There are no assignment due dates and you can work through the course materials and assignments at your own pace. Computer Science"
Upper-Intermediate English: Business and Technology,Universitat Politècnica de Valencia,Intermediate,https://www.edx.org/course/upper-intermediate-english-technology-today,Take your English language skills to the next level.We will discuss technological innovations as you enhance your English vocabulary and grammar and learn how to write a business plan.,"This course is the fourth in a series of four English language MOOCs designed for students with an intermediate level of English looking to reach a higher intermediate level. The course is comprised of video lessons, reading comprehension activities, grammar explanations and exercises, listening comprehension activities and speaking practice. The course covers interesting topics such as cultural differences, aviation and global warming, historical monuments or technological innovation. This course also includes preparatory materials and recommendations to take the Cambridge University First Certificate in English Examination (FCE). Language"
Shakespeare's Hamlet: The Ghost,Harvard University,Beginner,https://www.edx.org/course/shakespeares-hamlet-the-ghost,Explore the haunting figure at the heart of one of William Shakespeare’s most famous plays.,"In the first act of William Shakespeare’s Hamlet , the Ghost of the dead King of Denmark appears to his son, setting off a chain of events that culminates in the play’s notoriously bloody finale. But how would this mysterious figure have been understood in Shakespeare’s time? Harvard professor Stephen Greenblatt guides learners through an exploration of the Ghost’s uncanny theatrical power and the historical contexts from which the character emerged. You will be introduced to the narrative sources of Hamlet, the religious convictions that shaped how Renaissance England understood the afterlife, and how the Ghost would have thrilled and challenged its original audience. By focusing on the Ghost, you will see how the play grapples with issues like death, mourning, remembrance, and the power of theatre. Through short video lectures, readings from the play as well as later works by Coleridge and Joyce, and conversations with experts, you will develop critical tools with which to ""unlock"" the play's possible meanings. If you're reading Hamlet for the first time, this course is a great introduction. If you're reading it for the hundredth time, it is the perfect chance to revisit and refresh your ""take"" on Shakespeare's greatest tragedy. Humanities"
Introduction to Aerospace Structures and Materials,Delft University of Technology,Beginner,https://www.edx.org/course/introduction-to-aerospace-structures-and-materials,Explore the structural and material design of aircraft and spacecraft from the viewpoint of an aerospace engineer.,"How do you design an aircraft or spacecraft? And in doing so, how do you keep the risk of failure minimal while bearing in mind that they will eventually fail?In this course you will be taken on a journey through the structural and material design of aircraft. You will see and understand how aircraft and spacecraft are manufactured, and learn how safety is enshrined at every stage.Experts from the Aerospace Structures and Materials Department of Delft University of Technology will help you explore and analyze the mechanical properties of materials; learning about manufacturing techniques, fatigue, loads and stresses, design considerations and more - all the scientific and engineering principles that structural and materials engineers face on a daily basis. By the end of the course, you will have learned to think like they do!Join us for an exciting learning experience that includes experiments; some of which you can do by yourself at home, online lectures, quizzes, and design assignments. Engineering"
Visualizing Data with Python,IBM,Intermediate,https://www.edx.org/course/visualizing-data-with-python,"Data visualization is the graphical representation of data in order to interactively and efficiently convey insights to clients, customers, and stakeholders in general.","About this course""A picture is worth a thousand words."" We are all familiar with this expression. It especially applies when trying to explain the insights obtained from the analysis of increasingly large datasets. Data visualization plays an essential role in the representation of both small and large-scale data.One of the key skills of a data scientist is the ability to tell a compelling story, visualizing data and findings in an approachable and stimulating way. In this course, you will learn how to leverage a software tool to visualize data that will also enable you to extract information, better understand the data, and make more effective decisions.When you sign up for this course, you get free access to IBM Watson Studio. In Watson Studio, you’ll be able to start creating your own data science projects and collaborating with other data scientists. Start now and take advantage of everything this platform has to offer! Data Analysis & Statistics"
Success: Practical Thinking Skills,The Hong Kong Polytechnic University,Beginner,https://www.edx.org/course/practical-thinking-skills-for-a-successful-life-2,"This award-winning, practical course helps you succeed in work and life. It empowers you with the positive values for a resilient life and equips you with powerful problem-solving skills, demonstrated with the success stories and case studies on how to excel in a job interview and study in higher education. The current version (2.1) contains new materials that show how people/businesses may adopt the creative thinking skills in addressing the new world challenges brought on by COVID-19.","An Award-Winning MOOC Expanded and UpdatedVersion 1.0 of this course has scooped praises and received the prestigious prize Top Ten Most Popular MOOCs in November 2017 awarded by the Class Central, USA. Version 2.0 continues to receive acclaims from the authentic global learners in 2019. The section of creative thinking skills has been expanded in the current version 2.1, with a specific case study on how to apply innovative strategies in addressing the challenge posed by COVID-19 that has swept the world in 2020.Positive Values and Powerful Skills for Your SuccessThis course consists of three parts and twelve units, with abundant case studies and examples. You will learn that the key to the success of your work and personal life lies in the mastery of positive values and practical thinking skills. Positive Values from Three Great MastersIn Part A, you will be inspired by the insights of Aristotle, Kant and Mill. Their advices cover the topics of your personal success, pursuit of duty and contribution to social happiness. You will learn from their wisdom how to construct your own positive outlook on life with meaningful purposes and resilience to challenges.You will consolidate your knowledge through two major case studies in this part, in which you learn how to excel in a job interview and the study in higher education. In addition, to turn your study of the great masters’ ideas to fun, comic episodes are presented for your perusal and reflections.Powerful Problem-Solving SkillsIn Part B, you will study a bundle of effective problem-solving skills and decision-making strategies. They include the five faces of creativity, ten methods of provocative operations and six thinking hats. To be successful in your work and life, these creative thinking skills are proven very powerful and adopted by creative geniuses, innovative managers and corporate businesses around the world.Success Stories and a Micro-Movie on Life and DeathIn Part B, eye-opening success stories of Bruce Lee, Nick Vujicic, Jack Ma and Steve Jobs will heighten your personal motivation to strive for success in work and life. On the other hand, as a major case study, a micro-movie has been filmed for this course, featuring local TV actors. The micro-movie raises the question how to make a life-and-death decision for your family member. Guidance will be provided on how to apply the problem-solving skills in such a life-and-death decision.Unique Creative SuccessPart C is a brief conclusion. It highlights the next step of upgrading your creative problem-solving skills by securing your unique creativity in accordance with personal traits, potentials and talents. A Timely Course in Thinking through the Challenge Posed by the Pandemic COVID-19The wide applicability of the practical thinking skills of this course helps you creatively address different sorts of challenges, including the one brought on by the pandemic of COVID-19. Should doctors provide medical treatment only to the selected patients who are more likely to survive because of the shortage of resources? With regard to this type of question, can you spell out your position with proper justification? You will find the discussion of the pros directly in Unit 3 and the cons indirectly in Unit 2. In addition, can you tell how individuals/businesses creatively meet the specific challenge of the pandemic? You will find the creative problem-solving skills expanded and discussed in Unit 6 with a case study specifically devoted to the challenge of COVID-19.Course InstructorCurrently Interim Director of General education Centre at Hong Kong Polytechnic University, Jack Chun has been Chief Examiner for HKEAA and Consultant on Thinking Skills for the HKSAR government, the commercial sectors such as SmarTone-Vodafone and professional groups, including medical doctors, C.E.O.'s and the former Chief Executive of HKSAR government. Dr Chun has also provided consultancy services to universities, including the Cornell-VinUniversity project in 2019. He has taught Creativity and Creative Thinking and Life and Death for over two decades. Apart from the three MOOCs he has developed on edX, he has also created a mobile app on Ethical Thinking adopted by the four Faculties of the university. The publishers of his writings include Oxford University Press, Routledge, McGraw-Hill, Springer and others. Philosophy & Ethics"
English for Doing Business in Asia – Speaking,The Hong Kong University of Science and Technology,Beginner,https://www.edx.org/course/english-for-doing-business-in-asia-speaking,Introducing strategies for developing your spoken English communication skills in the context of doing business in Asia.,"The use of English for doing business in multinational settings is a fact of life for many business people. As Asian economies expand and become more involved in the global economy, a lingua franca – a language used to communicate among groups of people who do not share a mother tongue – is needed to exchange information. This course has two goals. The first is to introduce non-native speakers of English to methods for developing spoken English language and communication skills for doing business in Asia. The second is to examine the impact of interculturality and globalization on English communications. By exploring and participating in a business simulation set in Asia, you will develop the principal skills for effective communication in English when conducting business in China and other Asian countries.This course is part of a series developed by the same instructors. Enroll in EBA102x English for Doing Business in Asia – Writing to continue developing your English language and written communication skills. Learn about business writing format, audience, culture, purpose, grammar, style and more. Humanities"
Nutrition and Health: Macronutrients and Overnutrition,Wageningen University & Research,Beginner,https://www.edx.org/course/nutrition-and-health-macronutrients-and-overnutrit,Learn the fundamentals of nutrition and its impact on human health.,"There is an overload of information about nutrition and health, but what is the truth and what can you do to improve the health of your patients? Learn more about nutrition and how our diet profoundly impacts our current and future health. This course addresses the relationship between nutrition and human health, with a focus on health problems related to overnutrition. In this course, Professor Sander Kersten from Wageningen University & Research will explain about the composition of the three macronutrients: carbohydrates, fat and protein. You will learn about their role in the body (how they are absorbed, stored and metabolized for energy) and their impact on our health. Moreover, this course will cover energy homeostasis and the regulation of body weight. You will learn about overweight and obesity and strategies to improve and combat these problems of overnutrition. Finally, the course will make you familiar with nutritional research and research methodologies.This course is especially useful for health care professionals and people working in the food industry with a non-nutrition background. You will develop a critical mindset by learning to better weigh and interpret information about food, nutrition and health. This course, is part of the Food, Nutrition and Health Professional Certificate Program of Wageningen University & Research. Did you already complete Nutrition and Health: Micronutrients and Malnutrition? That is the other course in the Food, Nutrition and Health Professional Certificate Program. To explore other learning opportunities about nutrition, have a look at the courses:  Biology & Life Sciences"
"Contemporary China: The People's Republic, Taiwan, and Hong Kong",Harvard University,Beginner,https://www.edx.org/course/contemporary-china-the-peoples-republic-taiwan-and,Use the case study method to study China from the rise of Deng Xiaoping to the present.,"Using case studies from the Harvard Business School, this course will cover the contemporary Chinese scene by focusing on five main themes in China’s development: agriculture, entrepreneurship, education, environment, and literature. You’ll examine the period from Deng Xiaoping’s rise in 1978 to the present, using the lenses of sociology, political science, and economics. You’ll learn how China has maintained one-party rule in an era of reform and internationalization, and how contemporary developments — like the current conception of the “Chinese Dream” — are influenced by the legacies of China’s past. You’ll also examine Greater China with a focus on the Taiwan model and Taiwan’s relationship with the People’s Republic of China. Developing your own approaches to history, you’ll gain a critical appreciation of China’s literary, philosophical, political, and cultural resources. Enroll now to understand China’s global leadership role and to learn if the 21st century is truly “the Chinese century.” History"
Introduction to Clinical Psychology,The University of Queensland,Beginner,https://www.edx.org/course/introduction-to-clinical-psychology,"Learn about the principles underlying psychological therapy and the features and treatment of common mental disorders, including anxiety, depression and schizophrenia.","Have you ever wondered what causes mental illness, or why we react to stress the way we do? Or what to expect as you get older?Clinical psychology is the study of psychological disorders and the treatments designed to improve the day-to-day lives of people suffering from them. The focus of the course will be on common psychological disorders, such as schizophrenia, and the symptoms of each. We will also discuss the underlying role of stress and how it affects people mentally and physically. We will also consider more general issues and theories around personality and intelligence.You should take this course if you want to better understand psychological disorders and how we can treat them. Humanities"
Modern Masterpieces of World Literature,Harvard University,Beginner,https://www.edx.org/course/modern-masterpieces-of-world-literature,Examine how great modern writers capture the intricacies of our globalized world and how their works circulate within that world to find their own audiences.,"Based on the second half of the Masterpieces of World Literature edX MOOC, this short literature course examines how writers reach beyond national and linguistic boundaries as worldly readers and travelers, and how their modern fictions rise to the status of world literature. These masterpieces of modern world literature take part in a tradition of weaving small stories into ambitious projects—one that reaches back to medieval tales and extends forward to contemporary novels. Throughout the course, you will learn how these writers use their fictions to engage directly with the political and social concerns of their present and of a globalized modernity, relating experiences of exploration, migration, international conflict, and cultural exchange. Literature"
"Citizen Politics in America: Public Opinion, Elections, Interest Groups, and the Media",Harvard University,Beginner,https://www.edx.org/course/citizen-politics-in-america-public-opinion-electio,Learn about the forces in American politics that seek to influence the electorate and shift the political landscape.,"Public opinion has a powerful yet inexact influence on elected officials. Politicians risk their careers if they ignore it, yet its power is not easy to capture nor quantify. This course will look at how political parties, campaigns, social movements, special interests, and the news media all play a role in influencing public opinion. We’ll examine the attributes of public opinion, how polling attempts to measure those attributes, and how they impact the decisions of policymakers. We’ll address the unique features of the two-party system in the U.S., how those parties realign themselves in response to shifting norms, and how their candidates are vetted behind the scenes before the start of a campaign. Outside of the formal organization of party politics, groups representing various interests aim to affect a change through the political system. Special interest groups resemble political parties, but while parties try to influence elections, groups concentrate on gaining influence over policies. Meanwhile, social movements take place outside these established institutions, often in the form of protest demonstrations and rallies. All of these interests are filtered through the news media, which plays a critical role in shaping people’s images of politics. This course will help you to understand how these forces shape American politics, from “invisible primaries” to election day and beyond. Social Sciences"
Applied Scrum for Agile Project Management,"The University of Maryland, College Park-University System of Maryland",Advanced,https://www.edx.org/course/usmx-applied-scrum-for-project-management-2,"Learn the project management processes, roles, mechanics, and philosophies behind Scrum, the simplest and most pure approach to managing work at the team level.","Version 2 of this course series delivers beyond the original agile certification. It includes updated content, better audit and verified learner experiences, and bonus videos on key topics.Bonus video for this course is on “Agile in Government.”The follow-on to this course series on “Advanced Scrum” is expected by the end of Summer 2020.Scrum and Agile are often considered synonymous, and there is a good reason. Scrum embodies the simplest and most pure approach to managing project work at the team level. Scrum is employed by over half of all Agile practitioners across all industries. While agile may have started in software development, many industries now use an agile methodology to deliver their work. The basis for agile, the agile manifesto, extends well beyond its origins in extreme programming and agile software development. Development teams around the world are now using kanban boards and assigning strong product owners to direct self-organizing teams to deliver on prioritized product backlogs. And nearly every new product has some sort of IT component and goes through an agile development lifecycle.While the Mastering Agile Professional Certificate program emphasizes principles at the heart of all Agile frameworks, in this course we start by learning the key project management processes, roles, mechanics, and philosophies behind Scrum. This will provide the basis for all understanding Agile in its purest form over four weeks exploring Why, Who, How, and finally What Scrum looks like applied in the real world. From understanding the agile team members, like scrum master and product owner, to the important differences in lean and agile processes.While this course will not make you an agile certified practitioner (PMI-ACP), or certified scrum master (CSM), it offers a more fundamental agile certification based on agile principles and how scaled agile is applied in industry today. You'll finish this course more than ready to begin your agile journey, which we hope takes you to the next course in the series on “Sprint Planning for Faster Agile Team Delivery.”Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). Engineering"
Corporate Finance,Indian Institute of Management Bangalore,Intermediate,https://www.edx.org/course/corporate-finance-2,This course is part of a MicroMasters® Program,"Business organizations are constantly engaged in financial decision-making related to financial planning, investments, capital purchases, etc. The right financial decisions play a critical role in maximizing an organization’s business value.Corporate finance will address these issues to help managers make value-enhancing decisions.This business and management course will introduce you to the role of corporate finance in an organization and the tools used to evaluate investment proposals.The course will cover commonly used tools and techniques that help managers make decisions that create value for their organizations such as time value of money, opportunity cost, net present value and internal rate of return.If you are interested in creating value for your organization, then this course is for you. Business & Management"
Judaism Through Its Scriptures,Harvard University,Beginner,https://www.edx.org/course/judaism-through-its-scriptures,Learn about the key beliefs and practices of Judaism through an examination of its sacred texts and their interpretation.,"For over two millennia, Jews throughout the entire world have been committed to reading, interpreting, and living their scriptures. But what are the Jewish scriptures? When were they written? And why are they relevant in the 21st century?This religion course introduces students to the diversity of the ever-expanding Jewish canon and the equally diverse ways of reading it. It will examine how Jews, ancient and modern, drew inspiration and guidance from the traditional texts while simultaneously reinterpreting their contents in light of new circumstances. The religion we call “Judaism” emerges at the nexus of text, interpretation, and lived tradition.Whether you are a long-time student of the Jewish scriptures or a complete newcomer, this course will give you a new understanding of the fascinating roles that sacred texts have played in the rich history of Judaism. Humanities"
CSS Basics,The World Wide Web Consortium (W3C),Beginner,https://www.edx.org/course/css-basics,Learn how to take your Web pages from bland to bold with the power of CSS styling.,"This course is part of W3C's ""Front-End Web Developer"" Professional Certificate.Have you just begun your journey into Web development? This course will introduce you to the basics of Web design and teach you how to style your Web site for a professional look and feel.The Microsoft team and experts from the World Wide Web Consortium (W3C) will guide you step-by-step in using the latest Web standards to structure your content and presentation like a professional. In this course, you will explore numerous CSS features to help you control the look and feel of your site such as colors, fonts and layout. By the end of the course, you should understand all the fundamental elements of CSS and how to use them effectively.It is recommended that you are at least a little familiar with HTML before taking this course, but we will be providing you with the HTML code when necessary. Computer Science"
Unlocking Information Security: Part I,IsraelX-Tel Aviv University,Intermediate,https://www.edx.org/course/unlocking-information-security-part-i,Learn how systems are hacked and defended.,"Information Security is everywhere: as the world becomes more and more digitized, so it becomes more and more hackable. Cyber attacks, data breaches, and even cyber warfare are all very real - so it is infinitely important to understand how hackers think and act, and how you can fight back.In this course, which is the first part of the Unlocking Information Security program, you will learn the basic terminology and concepts in the field of information security. You will explore different types of vulnerabilities through famous examples of design flaws, implementation bugs and social engineering.You will then move on to discover the art of cryptography, from ancient times to the modern era, and learn about famous ciphers, how they can be cracked, and what can be done to thwart such attacks. Next, you will learn about an important aspect of cryptography that involves no secrets at all: hash functions. You will understand what they are, how they can be used, and how they can be attacked.You will then combine everything you've learned and take a critical view of different authentication schemes: passwords, challenge-response systems and biometrics. Finally, you will learn about the most critical vulnerability of all times - Buffer Overflow. This course was produced at Tel Aviv University by TAU Online - learning innovation center. Computer Science"
Becoming an Effective Leader,The University of Queensland,Intermediate,https://www.edx.org/course/becoming-an-effective-leader,"Develop your leadership skills as you learn the importance of self-efficacy, social capital, and leadership style.","Strong leadership is regarded as one of the best predictors of organizational success and critical human capital required for career progression in almost every organization. However, leadership is also a highly complex and often misunderstood phenomenon. It‘s hard to define, but we all know good and bad leadership when we see it.This course will equip aspiring leaders with an understanding of what leadership is and how an individual can develop the skills required to become an effective leader in their organization. Taught by instructors and presenters with decades of business and not-for-profit leadership experience, you will learn the difference between leadership and management, the importance of understanding others and building empathy and relationships, and gain a better understanding of the different leadership styles you may encounter throughout your career.Learn through a series of engaging videos, interviews, case studies, written reflections, peer feedback, and other self-insight activities. Our instructors and faculty will help you identify your own values and ethics as a leader, and most importantly, build your self-efficacy, your confidence and belief in your own ability to achieve intended results. Communication"
Digital Branding and Engagement,Curtin University,Intermediate,https://www.edx.org/course/digital-branding-and-engagement,Learn how to increase brand engagement through the creation and distribution of content using an owned digital channel approach.,"Want to learn how to get people to engage with your brand, but not sure where to begin?Digital technology has rapidly evolved in the last decade, and so too has the way people communicate. Businesses can no longer rely solely on traditional business models to build brand awareness.In today’s interconnected, hyperaware world, brand awareness and brand engagement are synonymous. We are in the age of digital brand engagement, where brands need to participate in, and inspire, a two-way conversation with their consumers.This course will teach you about this shift and how it has altered the way brands communicate with their audiences. You will learn about the challenges of managing a digital brand and how rich and compelling content, combined with digital distribution, are integral to brand engagement.This course is part of the CurtinX MicroMasters Credential in Marketing in a Digital World that is specifically designed to teach the critical skills needed to be successful in this exciting field. In order to qualify for the MicroMasters Credential you will need to earn a Verified Certificate in each of the five courses. Communication"
Introduction to Cybersecurity,University of Washington,Beginner,https://www.edx.org/course/introduction-to-cybersecurity,"An introduction to cybersecurity, ideal for learners who are curious about the world of Internet security and who want to be literate in the field.","This course serves as an introduction to the exciting field of cybersecurity.As our daily lives become more and more dependent on Internet-based tools and services, and as those platforms accumulate more of our most sensitive data, the demand grows for experts in the field of cybersecurity.In this course, you will gain an overview of the cybersecurity landscape as well as national (USA) and international perspectives on the field. We will cover the legal environment that impacts cybersecurity as well as predominant threat actors.By the end of this course, you will be able to Computer Science"
General Academic English|生活英语进阶,Tsinghua University,Beginner,https://www.edx.org/course/general-academic-englishsheng-huo-ying-yu-jin-jie,Do you want to join in academic communication on international conferences and read academic papers? Join us on a journey in academic English!,"It is an essential ability for academic researchers to master the academic skills and join in academic communications. This course encourages you to read, write and share your ideas while studying English for academic purposes.The course is divided into 8 research topics, involving life sciences, art, society, engineering, psychology, economics, management, and architecture.In this course, there are:academic words and analysis of textslearning strategiesseminars on academic reading and writingmini-conferences on academic topicssimulation of academic reportstechniques for academic writingThis course will help you improve the academic English skills. Besides, with students from different disciplines sharing their insights on the research, we hope to get you prepared to join in seminars and mini-conferences. Come and join us on this journey of academic English!Learn academic words in different disciplinesRead and share academic papersWrite and publish academic papers Language"
From Poverty to Prosperity: Understanding Economic Development,University of Oxford,Intermediate,https://www.edx.org/course/from-poverty-to-prosperity-understanding-economic,"Learn about the role of government and the key political, social, and economic processes that elevate any society from poverty to prosperity.","How can poor societies become prosperous and overcome obstacles to do so? Professor Sir Paul Collier is one of the world's leading scholars on this question, and in this economics course you will have the opportunity to learn from him directly.This course will discuss and examine the following topics:Enrol in this course to understand the factors that influence economic development and the different development paths that countries across the world have taken.By the end of the course, you will be able to: Social Sciences"
Medical Terminology,Doane University,Beginner,https://www.edx.org/course/medical-terminology,"Medical terminology is the study of the rules of medical word building. Receive a thorough grounding in basic medical terminology through a study of root words, prefixes and suffixes.","This course is credit eligible through Doane University's Open Learning Academy. The Open Learning Academy's 3-4 credit hour courses are designed to provide learners with foundational coursework for undergraduate level programs. It is strongly encouraged that you consult with your institution of choice to determine how these credits will be applied to their degree requirements prior to transferring the credit. Medicine has a very distinct and highly specialized language. It is necessary for any student wishing to pursue a successful career in the medical field to acquire comprehension in this system of communication, including Allied Healthcare professionals. Learners will receive thorough instruction in developing fluency with medical terms. Medical vocabulary will be taught with specific emphasis on root (or stem words), prefixes, suffixes and abbreviations. By the end of this course learners will be expected to have a basic comprehension of medical terms and be able to communicate accurately to their peers in the field. Terms associated with anatomy, physiology, pathology and diagnostic tests of different systems are discussed but no previous knowledge of these topics is necessary. BIOL-210x Medical Terminology from DoaneX is a credit-eligible course. Learners have the opportunity to experience this same rigorous university-level course on a flexible schedule and earn academic credit when they pass the course with a C or better. Credit details: Number of credit hours for BIOL-210x Medical Terminology: 3 credit hours. 
Cost: $500 (USD) - pay for credit earned after passing the course with a C or better. Eligibility:  Biology & Life Sciences"
Ancient Masterpieces of World Literature,Harvard University,Beginner,https://www.edx.org/course/ancient-masterpieces-of-world-literature,"Examine how cultures of the ancient world defined themselves through literature and how their vision of literature contributes to our understanding of civilization, culture, and literature today.","This short literature course, based on the first half of the Masterpieces of World Literature edX MOOC, examines how civilizations and cultures of the ancient world defined themselves through literature and how that literature has continued to contribute to our understanding of those civilizations and cultures today. Cities, nations, and empires from antiquity through the middle ages drew on foundational histories and myths for their identities, relating these narratives through generations by means of oral-storytelling and new writing technologies. These epics, story collections, and novels, which take a keen interest in heroic travelers, would eventually travel themselves, finding new global audiences as the first works of world literature. Tracing developments in language, writing, and literary genre, this course also travels in time, from legendary accounts of ancient kings to histories of medieval courts and early-modern exploration. We will stop to consider how all of these texts affected the history of their own eras, but also how they have continued to find new prominence and significance in ours. Literature"
Shakespeare's The Merchant of Venice: Shylock,Harvard University,Beginner,https://www.edx.org/course/shakespeares-merchant-of-venice-shylock,An exploration of the magnetic and ambivalent character of Shylock in William Shakespeare’s The Merchant of Venice.,"In the first act of William Shakespeare’s The Merchant of Venice , the Jewish moneylender Shylock proposes a “merry sport” to the merchant Antonio: he will lend Antonio the money he needs if Antonio agrees to let Shylock take a pound of his flesh should he default. Shylock calls this contract a “merry bond,” and Shakespeare’s First Folio calls the play a comedy. But what does Shylock want from the bond, and how merry does the play ultimately prove?In this course, Harvard professor Stephen Greenblatt guides learners through an in-depth exploration of the character of Shylock. You'll learn about Jewish history in Europe, how early audiences might have responded to the play, and the history of the play’s production through the twenty-first century.With short video lectures, readings from the play, and explorations of adaptations, you will develop critical tools with which to unlock the play's possible meanings.If you're reading The Merchant of Venice for the first time, this course is a great introduction. If you're reading it for the hundredth time, it is the perfect chance to renew your understanding of one of Shakespeare’s most polarizing plays. Humanities"
Behavioural Economics in Action,University of Toronto,Beginner,https://www.edx.org/course/behavioural-economics-in-action,"Learn to use principles and methods of behavioural economics to change behaviours, improve welfare and make better products and policy.","How can we get people to save more money, eat healthy foods, engage in healthy behaviors, and make better choices in general? There has been a lot written about the fact that human beings do not process information and make decisions in an optimal fashion. This course builds on much of the fascinating work in the area of behavioral economics and allows learners to develop a hands-on approach by understanding its methods and more importantly, how it can be harnessed by suitably designing contexts to “nudge” choice. In three modules, learners will be able to a) explain and interpret the principles underlying decision-making and compare the nudging approach to other methods of behavior change, b) learn how to critique, design and interpret the results of experiments; and c) design nudges and decision-tools to help people make better decisions.Understanding experimental design and interpretation is central to your ability to use behavioral economics effectively, and will set you apart from people who merely know about the behavioral results. After the first two weeks learning the basic principles, we will devote two weeks to studying experimental design and analysis, and the final two weeks to understanding processes for designing nudges and for helping people make better decisions.You will also witness and participate in weekly topical debates on various topics like “does irrationality impact welfare?” or “what strategy is better for improving welfare – nudging or education?” Several leading scholars, policy makers, business people, authors and commentators will briefly join our debate and discussion sections. These guest lecturers include Professor Sendhil Mullainathan (University of Chicago), Professor John Lynch (University of Colorado), Rory Sutherland (Ogilvy Group), Owain Service (formerly Behavioural Insights Team, UK Cabinet Office), Shankar Vedantam (NPR Columnist and Author – The Hidden Brain), Professors Andrew Ching, Avi Goldfarb (University of Toronto), Nina Mazar (BostonU), Itamar Simonson (Stanford) and many others!This course was originally developed in 2013, and the field has changed over the past 7 years. That said, a) the course provides foundational content that is still very relevant, and b) the material has been updated over the years to capture newer developments. The course will conclude with a summary of the newest developments in the field, and will provide links to resources that learners could access for continued learning. BE101x will be in self-paced format; learners are invited to work through the materials and assessments at their own convenience. The content is based on work done at the University of Toronto’s BEAR centre. Business & Management"
Finance for Everyone: Smart Tools for Decision-Making,The University of Michigan,Beginner,https://www.edx.org/course/finance-for-everyone-smart-tools-for-decision-ma-2,In this introduction to finance course from Michigan learn to apply frameworks and smart tools for understanding and making everyday financial decisions.,"Want to learn how to think clearly about important financial decisions and improve your financial literacy? Finance for Everyone will showcase the beauty and power of finance. This Beginner finance course will be a gateway into the world of finance and will examine multiple applications to apply to your everyday life. Join us to better understand how to apply frameworks and tools to make smart financial choices.You will be able to value the impact of different choices available to you: from renting or buying, evaluating car, home and student loans, or deciding whether to go to college versus pursuing a new idea to simply understanding how the financial world works.Starting with time value of money, the course will help you develop a full appreciation for the many applications of finance. Using real world examples, the course will enable you to understand and analyze many personal and professional decisions we confront on a daily basis. You will understand stocks and bonds, learn to allocate scarce resources in a value-add way, and adopt smart tools for making every day decisions.Finance is simultaneously a way of thinking and a set of tools. Finance is everywhere. There are no prerequisites for this course except for a sense of curiosity and a positive attitude. However, a comfort level with algebra and numbers and an understanding of accounting (the language of business) will clearly help. We will, however, try to cover everything starting with fundamentals and highlight when there is a need to do some further work in specific subjects. Business & Management"
Creating Innovative Business Models,"University System of Maryland-The University of Maryland, College Park",Beginner,https://www.edx.org/course/creating-innovative-business-models,"Build your capabilities to create a value proposition, team strategy, market strategy, and financial strategy to transform your ideas into a startup company or innovative corporate venture","This course was created to guide aspiring and active startup entrepreneurs and corporate innovators that feel...It’s common to desire...This course will help you to...The course provides an innovative model to create the value proposition, team strategy, market strategy, and financial strategy to:With these skills, you will be equipped to lead customer discovery and customer validation, understand business strategy and customer segmentation, create innovative products, enter new markets, design revenue models with predictable revenue stream, and achieve a sustainable competitive advantage. Business & Management"
u.lab: Leading From the Emerging Future,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/ulab-leading-from-the-emerging-future,"An introduction to leading profound social, environmental and personal transformation.","In the past year, we have witnessed unprecedented disruption. Climate strikes, the COVID-19 pandemic and global protests against racial injustice all point to a pressing need for societal renewal. To catalyze this renewal we need to learn not from the past, but from a future wanting to be born. How to activate our capacity to lean into the emerging future may well be the most important leadership challenge of our time. How do you cultivate curiosity, compassion and courage in the face of prejudice, anger and fear? How do you step into action for the well-being of all?This course is an introduction to a method called Theory U, developed at MIT, for leading such change in business, government, and civil society contexts worldwide. u.lab will guide you in applying Theory U to an issue that matters to you, building your capacity to lead transformative change in the process. You will do so with fellow change makers locally and around the world. Join us as we co-pioneer new approaches to today’s most important social and environmental challenges.----NOTE: Translations are not available for all videos and/or in all languages. We hope to have more complete translations in the future, and we are looking for volunteers to help with this task. Please contact Sarina atbouwhuis@presencing.com if you are willing to volunteer. Business & Management"
Electric Cars: Introduction,Delft University of Technology,Intermediate,https://www.edx.org/course/electric-cars-introduction,"Get a basic understanding of electric cars and learn about leading technologies, development of profitable business models and effective policies.","Electric vehicles are the future of transportation. Electric mobility has become an essential part of the energy transition, and will imply significant changes for vehicle manufacturers, governments, companies and individuals. If you are interested in learning about the electric vehicle technology and how it can work for your business or create societal impact, then this is the course for you. The experts of TU Delft, together with other knowledge institutes and companies in the Netherlands, will prepare you for upcoming developments amid the transition to electric vehicles. You'll explore the most important aspects of this new market, including state-of-the-art technology of electric vehicles and charging infrastructure; profitable business models for electric mobility; and effective policies for governmental bodies, which will accelerate the uptake of electric mobility. The course includes video lectures, presentations and exercises, which are all reinforced with real-world case studies from projects that were implemented in the Netherlands. The production of this course would not have been possible without the contributions of the Dutch Innovation Centre for Electric Road Transport (D-INCERT) and is taught by experts from both industry and academia, who share their knowledge and insights. Engineering"
Marketing Analytics,Columbia University,Advanced,https://www.edx.org/course/marketing-analytics,Develop quantitative models that leverage business data to forecast sales and support important marketing decisions.,"Marketers want to understand and forecast how customers purchase products and services and how they respond to marketing initiatives.Learn how analytics help businesses drive marketing to maximize its effectiveness and optimize return on investment (ROI).In this course, part of the Business Analytics MicroMasters program, discover how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact for:You will learn how to use probabilistic models and optimization tools to model customer demand forecasts, pricing sensitivity, Lifetime Value and how to leverage such data to make optimal decisions on designing new products, marketing segmentation and strategy.Skills acquired after the course: Business & Management"
Design Thinking Fundamentals,Rochester Institute of Technology,Intermediate,https://www.edx.org/course/design-thinking-fundamentals,Learn how a user-centered approach and design thinking principles inspire innovative ideas to create desirable solutions.,"This course provides an introduction to the foundational activities related to design thinking: a flexible, yet systematic process to define and solve problems. A common misconception is that design thinking requires artistry, but it is not centered on artistic principles. Design thinking is a strategy and mindset that can be applied to any industry to solve problems.As part of the Design Thinking MicroMasters program, this course will explore methods used to evaluate problems, develop ideas, and create innovative solutions with the user in mind. Focusing on the importance of user understanding and the development of desirable, feasible, and viable ideas, this course will provide an overview of the design thinking process from end to end. Business & Management"
Basic Spanish 3: Getting there,Universitat Politècnica de Valencia,Beginner,https://www.edx.org/course/basic-spanish-3-getting-there,"Beginners course for learners of Spanish that focuses not only on language but also on cultural aspects, specifically designed for English speakers.","¡Bienvenidos y bienvenidas! (Welcome!)In this Spanish course, you will learn basic vocabulary to talk about yourself and your everyday life, in the present, in the future and in the past, in simple and brief communication situations. You will learn expressions of time, how to express things that will happen in the future, vocabulary related to the shopping list, how to express an opinion, talking about your health, and about experiences and activities that happened in the past. At the end of the course you will be able to communicate in everyday situations according to the A2 proficiency level (elementary) as described in the Common European Framework of Reference for Languages ​​(CEFRL, Council of Europe). The course, which is designed for English speakers, offers a variety of exercises after going through the stages of content presentation, comprehension and production. You have videos, small texts and audios to improve your pronunciation, glossaries, activities for oral practice with other course students, quizzes, grammar cards and recommendations on external Internet resources to continue learning more and more Spanish. The topics on which the activities revolve are work life, family life, city life and outdoor life. As you can see, a bit of everything to be able talk about yourself and to engage in everyday communication. We hope you like our menu. ¡Buen provecho! (Bon appétit!)Basic vocabulary to be able to use and understand information related to:Basic grammatical structures such as articles and nouns, adjectives, present, future and past tenses of regular and irregular verbs. Language"
Sustainability in Architecture: An Interdisciplinary Introduction,Universitat Politècnica de Valencia,Intermediate,https://www.edx.org/course/sustainability-in-architecture-an-interdisciplinar,This course introduces the basic elements and trendsthat define sustainability practices in Architecture today. Itfollows an interdisciplinary approach that includes performance assessment and urban policies.,"This course offers an interdisciplinary approach to sustainabilityin Architecture. Learners will be introducedto the basic elements of sustainability assessments (first model layer), as well as trends informing the space today. The coursework enables students to develop a conceptual neighborhood model for assessing performance and urban policies. In the first week,participants willlearn todevelop a conceptual model from the architectural elements of buildings; the basic building blockof which will be theperformance of materials. The second weekexploresmethods of optimizing performance. Coursework willdetail the needs and constraints inherent in selecting materials and neighborhood urban elements (the second model layer for green, blue and grey infrastructure). In the third week, learners will developthe basic tools for introducing energy and measuring the potential impact on climate change (CO2). A new layer (third) on our neighborhood stainability model, this will be approached from a global perspective. In the fourth and finalweek, the course will explore techniques for a joint assessment directly connected to policy issues. Architecture"
Python Data Structures,The University of Michigan,Beginner,https://www.edx.org/course/python-data-structures,"The second course in Python for Everybody explores variables that contain collections of data like string, lists, dictionaries, and tuples. Learning how to store and represent and manipulate data collections while a program is running is an important part of learning how to program.","This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the Python built-in data structures such as lists, dictionaries, and tuples to perform increasingly complex data analysis. This course will cover Chapters 6-10 of the textbook ""Python for Everybody"". This course covers Python 3. Computer Science"
The Science and Business of Biotechnology,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/the-science-and-business-of-biotechnology,"Explore the latest scientific innovations in biotechnology, and novel business and financing models for commercializing them.","This course focuses on early-stage biotechnology companies, with particular emphasis on understanding the underlying science, technology, and disease targets—together with the application of novel business structures and financing methods—to facilitate drug discovery, clinical development, and greater patient access to new therapies.Current research is enhancing our understanding of the genetic, molecular, and cellular bases of many human diseases, and is leading to many new types of biotherapeutics that we will cover in this course, including recombinant therapeutic proteins; monoclonal antibodies and antibody drug conjugates; cancer immunotherapies, replacement cells and genetically engineered cells; and nucleic acid and gene therapies. Translating these discoveries into drugs and diagnostics increasingly requires the establishment of for-profit companies, but funding for early-stage development of novel therapies is becoming scarcer, especially for therapeutics for “rare” diseases that affect small populations. The dearth of funding for early-stage biotherapeutics companies in the so-called “Valley of Death” can be attributed to several factors, but a common thread is increasing financial risks in the biopharma industry and greater uncertainty surrounding the scientific, medical, economic, political, and academic environments within the biomedical ecosystem. Increasing risk and uncertainty inevitably leads to an outflow of capital as investors and other stakeholders seek more attractive opportunities in other industries.By applying financial techniques such as portfolio theory, securitization, and derivative securities to biomedical contexts, more efficient business and funding structures can be developed to reduce financial risks, lower the cost of capital, and bring more life-saving therapies to patients faster. Thus this course will also cover basic financial analysis for the life-sciences professional; the historical financial risks and returns of the biotech and pharmaceutical industries; the evaluation of the science and business potential as well as the mechanics of financing biotech startups; capital budgeting for biopharmaceutical companies; and applications of financial engineering in drug royalty investment companies, biomedical megafunds, drug approval swaps, and life sciences investment banking. Business & Management"
Finance Essentials,Imperial College Business School-Imperial College London,Beginner,https://www.edx.org/course/finance-essentials,Discover how to use fundamental finance tools in both management and MBA learning contexts and understand common financial situations faced in everyday life.,"Want to study for an MBA but are unsure of basic financial concepts? This business and management course prepares you for studying finance in an MBA program and in business generally.You will learn key financial topics such as present value, Internal Rate of Return (IRR), capital budgeting, equity, bonds, diversification, portfolio choice and the Capital Asset Pricing Model (CAPM), all of which are often discussed and explored in great detail in MBA programs across the globe as well as everyday business operations.A completely online course, you can work wherever and whenever you choose: at home, in the workplace, at a library, coffee shop or even while travelling (with the appropriate network access).This course employs a ‘supported learning’ model. To help you achieve the optimum learning outcomes from this module, Imperial College Business School provides access to an expert online tutor who will support you through the learning materials and associated activities.No previous financial knowledge is needed. Join us as you start your journey into the world of finance for management. Business & Management"
Introduction to the Internet of Things (IoT),Curtin University,Beginner,https://www.edx.org/course/introduction-to-the-internet-of-things-iot,Gain an understanding of what the IoT is and the requirements to design your own IoT solutions. Start developing IoT ideas in your industry.,"The Internet of Things (IoT) is expanding at a rapid rate, and it is becoming increasingly important for professionals to understand what it is, how it works, and how to harness its power to improve business. This Beginner course will enable learners to leverage their business and/or technical knowledge across IoT-related functions in the workplace.In the course, we will examine the concept of IoT. We will look at the ‘things’ that make up the Internet of Things, including how those components are connected together, how they communicate, and how they value add to the data generated. We will also examine cybersecurity and privacy issues, and highlight how IoT can optimize processes and improve efficiencies in your business. Computer Science"
'Talk to me': Improving mental health and suicide prevention in young adults,Curtin University,Beginner,https://www.edx.org/course/talk-to-me-improving-mental-health,"As a student, parent, teacher, coach, or health professional, learn strategies to help improve the mental health of young people in your life, recognise concerning behaviours, and feel better prepared to have conversations about mental health.","Poor mental health affects one in four people, and young adults are particularly susceptible. Do you feel confident approaching the topic of mental health with people you care about, or are concerned about?'Talk to Me': Improving mental health and suicide prevention in young adults , is a German-Australian collaboration developed in response to the growing need to provide young people and those around them with the knowledge, skills, and understanding to recognise, identify, and respond to mental health challenges in themselves and others.Key topics in this MOOC include understanding contributing factors to poor mental health, how to talk about addressing poor mental health, and strategies to increase mental fitness.Please note: This course contains content that crosses over with TTM2x: Managing Study, Stress, and Mental Health at University (Modules 1 and 2). However, this MOOC contains an extra four modules of content which are aimed at parents, teachers, health professionals, GPs, social workers, counsellors, coaches, and other 'gatekeepers' - people in positions of responsibility with regular contact with young people.We are grateful to the following organisations for their contribution to and continued support of this MOOC: Health & Safety"
Disaster Medicine Training,Stanford University,Beginner,https://www.edx.org/course/disaster-medicine-training,Welcome to Disaster Medicine Training. ,"This course sets the foundation for SEMPER members’ disaster knowledge, which will be supplemented by in-person lectures as well as field exercises. All SEMPER members are required to complete this course. Non-SEMPER members interested in learning more about disaster medicine or any person wishing to deploy to a disaster is also welcomed to complete this course.Disaster Medicine Training is a self paced-course, featuring video lectures with questions and case scenarios following each module. You will take an overall pre-test before you start the course and a post-test after you complete all the modules. A score of 80% or higher on your post-test will earn you a Statement of Accomplishment. Medicine"
Nutrition and Health: Human Microbiome,Wageningen University & Research,Beginner,https://www.edx.org/course/nutrition-and-health-human-microbiome,"Learn how you can impact your health by balancing your gut health; how your microbiome together with your diet can improve normal gut function. A balanced microbiome and nutritional intake can avoid disorders like IBS, obesity and diabetes.","Your body is not only made up of human cells, but also by trillions of bacteria, fungi and viruses. Together they make up the human microbiome and have a tremendous impact on your health. For example, what you eat and drink impacts the gut microbes of the human gut microbiome. In this course, you will learn how the human microbiome plays an important role in maintaining normal gut function, digesting certain nutrients, early life development, behavior and disorders like irritable bowel syndrome (IBS), obesity and diabetes. You will learn how to distinguish fact from fiction about the role of the gut microbiota in health and disease. Today, important research topics focused on nutrition, health and ageing lay within the study of microbiota composition, function and applicability. This course will help health care professionals gain a basic academic understanding of the human microbiome and the impact on human health. You'll discover the latest academic insights about food fibers, added bacteria, probiotics and microbiology. This knowledge can be applied by health care professionals in their daily practice because gut health is a hot topic, not only among researchers, but especially for health care professionals and consumers alike. Many patients with allergic issues struggle with gut health. Emerging research is connecting an imbalance of the microbiota in the gut microbiome to multiple disease states, including allergies. When finishing this course, you will know about the latest acdemic insights and how to apply them in your daily work.In this course you'll learn that the human microbiome plays an important role in maintaining normal gut function, digesting certain nutrients, early life development, behavior and, disorders like irritable bowel syndrome (IBS), obesity and diabetes. Discover the complexity in maintaining a balanced healthy life and learn:  Health & Safety"
Customer Relationship Management,Indian Institute of Management Bangalore,Intermediate,https://www.edx.org/course/customer-relationship-management,Learn to develop customer relationships through a deepened understanding of the concepts and best practices of CRM.,"Customer Relationship Management, also known as CRM, helps businesses successfully implement strategies, practices and technolgies aimed at winning and retaining customers profitably. The objective of this business and management course is to equip you with a sound foundation of CRM concepts and best practices so you can implement CRM practices successfully for long-term profitability.Businesses aim to win and keep customers. Their competitors also seek to do the same. Even the most successful firms, with excellent marketing programs for attracting customers, have trouble with customer retention.In this course, you will learn how to shift from a short-term customer transaction based mode of operation to a long-term relationship mode and understand the benefits of having strong customer relations.Topics covered include: Business & Management"
Islam Through Its Scriptures,Harvard University,Beginner,https://www.edx.org/course/islam-through-its-scriptures,"Learn about the Quran, the central sacred text of Islam, through an exploration of the rich diversity of roles and interpretations in Muslim societies.","How can you improve your understanding of Islam and its most important holy text, the Quran? How can you make sense of a tradition and a text that have been interpreted in different ways across vast geographical spaces for nearly a millennium and a half?Using a multimedia and student-centered approach, this religion course provides tools and perspectives for understanding the role of the Quran in the Islamic tradition. Learners will develop the skills and context to read the text themselves, while also being introduced to some of the issues classical and contemporary interpreters have addressed. This approach enables learners to explore the influence of the Quran on diverse Muslim understandings of Islam. Humanities"
Mechatronics Revolution: Fundamentals and Core Concepts,The Georgia Institute of Technology,Beginner,https://www.edx.org/course/mechatronics,"In this course, students will learn to harness the power of microcontrollers, sensors, and actuators to build useful and interesting robotic devices.","The Mechatronics Revolution is upon us. Never before has it been easier to build robotic devices and computer-controlled machines. The confluence of low-cost embedded computers, sensors, and actuators has made experimentation and prototyping easier than ever. Course modules will explore the mechatronics design process, fundamentals of microcontrollers, embedded systems programming, actuator control, and sensor interfacing. Through several hands-on labs, students will solidify their knowledge of core mechatronics concepts and gain real-world experience building their own mechatronic systems. Upon successful completion of the course, students will be equipped with the fundamental knowledge they need to harness the Mechatronics Revolution. To complete the lab assignments in the course, students must purchase the mechatronics lab kit, TI-RSLK-Mechkit (available on Mouser.com for $119). Purchase of the kit or its components is required for all students on the Verified track. The kit provides all the materials needed to complete the lab assignments and build a small robot. Currently Mouser does not deliver to a few specific regions and countries such as Nigeria. Students who cannot purchase the kit from Mouser can purchase the parts included in the kit separately from other vendors as described here. Audit students who do not wish to complete the labs but want to follow the lectures may optionally purchase the TI MSP432 Launchpad development board for $19.99. This will allow students to practice microcontroller programming skills as demonstrated in the course videos. Engineering"
Accounting for Decision-Making,Indian Institute of Management Bangalore,Intermediate,https://www.edx.org/course/accounting-for-decision-making,This course is part of a MicroMasters® Program,"In order for a manager to effectively perform their role they must have an understanding of accounting information, as accounting systems generate information that is used by both internal and external stakeholdersHaving a good understanding of accounting allows managers to communicate with the finance department, bankers, suppliers and even tax authorities.In this finance course, you will learn how to read and understand financial statements. You will learn all relevant and important terms as they relate to the three financial statements - balance sheet, income statement and cash flow statement. Subsequently, you will develop the capability to analyze business performance through financial statements. You will see how the performance of any organization is impacted by four fundamental drivers of profitability - asset management, cost management, leverage management and tax management.In the second part of the course, you will learn how to manage costs. We will cover product costing, budgeting , budgetary control and cost analysis for decision making.Successfully completing this course will transform you into a manager who is confident while discussing and handling accounting and financial matters in the workplace, and help you as you move forward in your managerial career and take on senior roles. Business & Management"
C Programming: Language Foundations,Dartmouth_IMTx-Dartmouth College-IMT,Beginner,https://www.edx.org/course/c-programming-language-foundations,Master foundational concepts in the C programming language such as logical statements and arrays.,"Inthis course, part of the C Programming with Linux Professional Certificate program,you will learn to use logical statements and arrays in C. Logical statements are used for decision-making with follow-up instructions, based on conditions you define. Arrays are used to store, keep track of, and organize larger amounts of data. You will furthermore implement some fundamental algorithms to search and sort data. Within moments of this course, you will be coding hands-on in a new browser tool developed specifically for this course, receiving instant feedback on your code. No need to install anything! Why learn C? Not only is it one of the most stable and popular programming languages in the world, it's also used to poweralmost allelectronic devices. The C programming language represents one of the building blocks of modern computer information technology. By the end of this course, you willhave gained experience with programming concepts that are foundational to any programming language and be one step closer to a career in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science"
Becoming a Successful Leader (Inclusive Leadership Training),Catalyst,Beginner,https://www.edx.org/course/becoming-a-successful-leader-inclusive-leadershi-2,Become a successful leader by learning 21st-century leadership skills and applying concepts to the real world.,"What separates a successful leader from a mediocre one? In this course, you will learn what successful 21st-century leaders look like and how you can adopt their inclusive leadership style. Using research and best practices, as well as stories from great leaders and everyday people, you will practice empowerment, accountability, courage, and humility—key leadership skills linked to inclusive, successful teams. Throughout the course, you will meet people like yourself, who want to be the best leaders they possibly can by incorporating inclusive leadership into their everyday lives. With short quizzes and compelling case studies, you will refine your skills each section. Most importantly, you will apply your new leadership skills through exciting real-life exercises. At the end of the course, you will create a Personal Leadership Plan that will help you continue to develop your skills, knowledge, and awareness in your quest to become a successful, inclusive leader. Communication"
"English for Journalists, Part 1","University of California, Berkeley",Intermediate,https://www.edx.org/course/english-for-journalists-part-1-2,"Improve your English grammar, vocabulary and writing skills through exciting topics in journalism and world news.","English for Journalists offers instruction in English language development for students who are studying journalism, or working journalists who want to improve their English proficiency. Students with a basic understanding and interest in journalism are encouraged to sign up.In this communication course, you will learn about key topics that are essential to journalists working around the world. These topics include:Issues in English vocabulary, idioms, and grammar are explored as well.“English for Journalists” is sponsored by the U.S. Department of State, and developed in partnership with the Regional English Language Office in Central and Southeastern Europe, the Voice of America, and English language educators across Central and Eastern Europe. This course is being offered by UC Berkeley as part of the U.S. Department of State’s MOOC Camp. Communication"
Introduction to Networking,New York University,Beginner,https://www.edx.org/course/introduction-to-networking,This is a self-paced course from NYU that provides an Introduction to Networking,This is a self-paced course that provides an Introduction to NetworkingCourse topics include:By the end of this course students should be able to:  Computer Science
Accounting Essentials,Imperial College Business School-Imperial College London,Beginner,https://www.edx.org/course/accounting-essentials,An introduction to the financial and management accounting skills needed to succeed in both MBA study and in business.,"Want to study for an MBA but unsure of your basic accounting skills? Paving the way for MBA study, this course will teach you the foundational accounting skills needed to achieve success on an MBA program and in business generally.You will be introduced to the principles of accounting and learn about the basic financial statements, including the income statement, the balance sheet and the cash flow statement. You will learn how to read and interpret this information in order to make informed business decisions.This course assumes no prior knowledge of accounting. Concepts are explained clearly and regular activities offer you the opportunity to practice your skills and improve your confidence. Business & Management"
Introduction to Java Programming: Starting to code in Java,Universidad Carlos III de Madrid,Beginner,https://www.edx.org/course/introduction-to-java-programming-starting-to-code,Learn to program with Java in an easy and interactive way!,"In this Beginner Java programming course, you will be introduced to powerful concepts such as functional abstraction, the object oriented programming (OOP) paradigm and Application Programming Interfaces (APIs). Examples and case studies will be provided so that you can implement simple programs on your own or collaborate with peers.Emphasis is put on immediate feedback and on having a fun experience. Programming knowledge is not only useful to be able to program today’s devices such as computers and smartphones. It also opens the door to computational thinking, i.e. the application of computing techniques to every-day processes.This edition is an improved version of the course released in April 2015. Computer Science"
European Paintings: From Leonardo to Rembrandt to Goya,Universidad Carlos III de Madrid,Beginner,https://www.edx.org/course/european-paintings-from-leonardo-to-rembrandt-to-g,Uncover the meaning behind the art of the great painters from 1400 to 1800.,"Learn about the inspirational work of the leading European painters from approximately 1400 to 1800, and explore the issues expressed through the art of painting. Included in this broad time frame are the works of Leonardo da Vinci, Caravaggio, Velázquez, Rembrandt, Vermeer and Goya.Painters during this period were concerned with ideas such as the pursuit of beauty, the pleasures and pains associated with love, the demonstration of power and status, or the relationship of men and women to the divinity and to nature. In paintings from this period, we find traces of the emergence of the modern mind set, and perspective on issues such as the respective roles of women and men in the world.This course focuses on images of paintings by the artists listed in the course syllabus. The discussions that will take place in the “course forum” will allow us to touch upon a broader range of issues. Humanities"
Java Programming Fundamentals,Universidad Galileo,Intermediate,https://www.edx.org/course/java-programming-fundamentals,"Your career as a program developer starts here. Gain entry-level programing skills in Java language, and prepare yourself to handle any task that is required in any programming job.","Java is one of the most in-demand programming languages today. This course is designed to provide students the basic skills and knowledge on Java. Learn how to solve programming problems using functions, for loops, conditional statements, recursive algorithms, and learn about the Object-Oriented Paradigm (OPP). Engineering"
Data Science Tools,IBM,Beginner,https://www.edx.org/course/data-science-tools,"Learn about the most popular data science tools, including how to use them and what their features are.","In this course, you'll learn about Data Science tools like Jupyter Notebooks, RStudio IDE, and Watson Studio. You will learn what each tool is used for, what programming languages they can execute, their features and limitations and how data scientists use these tools today.With the tools hosted in the cloud, you will be able to test each tool and follow instructions to run simple code in Python or R. To complete the course, you will create a final project with a Jupyter Notebook on IBM Watson Studio on Cloud and demonstrate your proficiency in preparing a notebook, writing Markdown, and sharing your work with your peers.This hands-on course will get you up and running with some of the latest and greatest data science tools. Data Analysis & Statistics"
Statistical Thinking for Data Science and Analytics,Columbia University,Beginner,https://www.edx.org/course/statistical-thinking-for-data-science-and-analytic,Learn how statistics plays a central role in the data science approach.,"This statistics and data analysis course will pave the statistical foundation for our discussion on data science.You will learn how data scientists exercise statistical thinking in designing data collection, derive insights from visualizing data, obtain supporting evidence for data-based decisions and construct models for predicting future trends from data. Computer Science"
International Law,Université catholique de Louvain,Advanced,https://www.edx.org/course/international-law,"Learn about the Law of the International Community, including how International Law is created, applied and upheld in today's world.","International law can be considered as the law of the international community, the law that governs relations between States. But it also relates to what international organizations do and, increasingly, it concerns individuals, corporations, NGO's and other non-state actors.As the world becomes more interdependent and more complex, and as new institutions are put in place to make international law more effective, international law has become an exciting, expanding field. Never before has it been so relied upon, used and developed. Despite their differences in size, power, culture, religion and ideologies, states rely on international law to cooperate and to coexist; they speak the language of international law and international law serves them as an important common language.This law course will extensively rely on judgments and advisory opinions of the International Court of Justice (ICJ), which is the principal judicial organ of the United Nations (UN).Having acquired a basic knowledge of international law, you'll find it easier to comprehend this subject in future international law sub-fields, like international human rights, international humanitarian law or international investment law.This course will teach you what international law is, the role it plays in the world today, how it can be used. You will also gain knowledge to help you better discern legal arguments within the flow of international news and reports.This course is part of the International Law MicroMasters Program that is designed to give learners a critical understanding of how international relations between States and individuals are dealt with, regarding the law. Law"
Tourism and Travel Management,The University of Queensland,Beginner,https://www.edx.org/course/tourism-and-travel-management,Leading tourism practitioners and researchers offer insider perspectives on this dynamic and growing industry.,"Do you want to learn about an industry that is dynamic, fun, evolving, and always challenging? At its peak, tourism supported over 300 million jobs globally and in 2018 generated US$1.65 trillion in international receipts. By taking this course, developed around one of the world's premier destinations, Queensland in Australia, you will experience challenges, and solutions, reflective of the ever-changing global tourism and travel industry. Tourism is an aspiration for millions of people globally, and has proven to be a highly resilient sector, which is vital to many economies. This course will provide you with substantive insights into the management challenges facing destinations and operators. It will show you the proper steps to follow forresearch-informed resolutions. The course comprises seven modules, with each module co-delivered by two or more expert academics. Developed in partnership with Tourism and Events Queensland, the statutory marketing authority for tourism in Queensland, several modules have been shot on-location across Queensland's premier tourism destinations. The course features case studies of leading tourism and hospitality companies and interviews with prominent industry professionals. In addition, you'll hear from public sector officials representing government, peak industry bodies, destination management and marketing organisations, hotels and resorts, attractions, tour operators, transport and local communities.Eleven leading academics share their expertise taking the learner through a visceral journey of self-discovery and exploration of various aspects of tourism planning, management of services and experiences, the changing role of technology in decision-making, and management of workforce and risk in tourism.The course is particularly designed for:^ Course image credit: Tourism Events Queensland Business & Management"
Project Management Life Cycle,Rochester Institute of Technology,Intermediate,https://www.edx.org/course/project-management-life-cycle,"Learn how to apply project management tools, processes, and techniques for the successful execution of a project from initiation to closing.","Learn about project management from a multidisciplinary perspective, as we cover fundamental tools and techniques for managing a broad range of projects.You will learn about the project management life cycle from initiation to closing. We will address the behavioral and quantitative facets of project management, as well as the use of methods, tools and techniques for the initiation, planning, execution and closing of projects. The course will be divided by the project life cycle phases.First, we will cover project initiation. We will review projects in organizations, project selection models, the project manager role and project organization structures to better understand how a project is initiated. You will also learn how to create a key project management deliverable, the project charter.Second, we will cover the project-planning phase. You will learn how to build a comprehensive project management plan covering the key aspects of risk, quality, scope, schedule, cost, time, resource and communications.Third, we will cover the project execution phase. We will explore the monitoring and control of a project including earned value analysis and project reporting. Case studies and examples will be used to help you understand the correct actions for a project manager to take to keep a project in control.Finally, we will cover the project closing phase, where we explore the tasks to complete an effective project closure.This course is part of the RIT Project Management MicroMasters Program that is designed to teach the skills and behaviors necessary to be successful in a project management career. In order to qualify for the MicroMasters Credential, you will need to earn a verified certificate in each of the three courses as well as pass a capstone exam. Business & Management"
Solar Energy,Delft University of Technology,Beginner,https://www.edx.org/course/solar-energy-3,Discover the power of solar energy and learn how to design a complete photovoltaic system.,"In the third edition of Solar Energy, you will learn to design a complete photovoltaic system. This course introduces the technology that converts solar energy into electricity, heat and solar fuels with a main focus on electricity generation. Photovoltaic (PV) devices are presented as advanced semiconductor devices that deliver electricity directly from sunlight. The emphasis is on understanding the working principle of a solar cell, fabrication of solar cells, PV module construction and the design of a PV system. You will gain a greater understanding of the principles of the photovoltaic conversion— the conversion of light into electricity. This course explores the advantages, limitations and challenges of different solar cell technologies, such as crystalline silicon solar cell technology, thin film solar cell technologies and the latest novel solar cell concepts as studied on lab-scale. We will discuss the specifications of solar modules and demonstrate how to design a complete solar system for any particular application.Education MethodThe class will consist of a collection of eight to twelve minute lecture videos, exercises, assignments and exams. Specified assignments and the three exams will determine the final grade. The new textbook on “Solar Energy, basics, technology and systems” from the Delft University of Technology will be available for the students on-line and free of charge. Your course staff will encourage and challenge you to learn from, and interact with, your fellow students by helping each other and sharing ideas and best practices, in the course forum. We were happy to see the incredible number of interesting student videos on solar energy systems from all over the world in the previous edition of this course.Professor Smets was the first ever recipient of the edX Prize for Exceptional Contributions to Online Teaching and Learning. His previous online courses attracted over 150,000 students worldwide, who were inspired to take their first steps in the transition to renewable energy. Engineering"
Public Speaking,Rochester Institute of Technology,Beginner,https://www.edx.org/course/public-speaking-2,Build confidence as a speaker by learning how to use simple tools and skills to prepare and deliver memorable presentations.,"When asked, many people cite public speaking as one of their biggest fears. In fact, many renowned public speakers admit that they were once extremely anxious about speaking in front of groups.Good public speaking is more than a performance. It is the result of:In this course, part of the Communication Skills Professional Certificate program, you will study methods that help to reduce anxiety, build confidence, and customize a process that will result in successful speaking experiences.This course is designed to equip you with knowledge of the principles necessary for formal public speaking with an emphasis on organization, evidence, language use, strategy, delivery, ethics, and effective use of media aids. Communication"
Mindfulness and Resilience to Stress at Work,"University of California, Berkeley",Beginner,https://www.edx.org/course/mindfulness-and-resilience-to-stress-at-work,"Learn research-based strategies to help you foster mindfulness, handle stress, and guard against burnout.","Stress, anxiety, and burnout are rampant across workplaces today: 80 percent of workers feel stress on the job, and nearly half say they need help learning how to manage it. While many organizations may assume that intense stress is unavoidable, even admirable, research suggests that too much stress is toxic to our health and performance, leading to burnout and harming the culture of organizations as a whole.This course offers research-based strategies for building resilience to stress and fortifying our well-being in the face of challenges. It explains the biological and psychological impact of stress, helps you distinguish between harmful and helpful forms of stress at work, and provides strategies for handling stress in healthy and productive ways.The course zeroes in on the practice of mindfulness, the moment-by-moment awareness of our thoughts, feelings, and sensations that comes without judging those thoughts and feelings as good or bad. In recent years, there has been a surge in scientific research on mindfulness, with many studies documenting the value and advantages of fostering mindfulness in workplace settings. This course covers the landscape of mindfulness science, explains why it’s relevant to modern workplaces, and describes how it can be effectively folded into your workplace, drawing on case studies from several major companies that have implemented their own mindfulness programs.The course instructors are expert faculty from UC Berkeley’s Greater Good Science Center, Dacher Keltner, Ph.D., and Emiliana Simon-Thomas, Ph.D., whose earlier edX course, The Science of Happiness, has been a global phenomenon, introducing a half million students worldwide to research-based practices of mindfulness and related skills of stress reduction. In this course, they tailor their scientific insights to the needs of the modern workplace, highlighting stories of success from trailblazing organizations while also identifying challenges that workplaces may face as they try to foster mindfulness and resilience. Business & Management"
Framing Your Communication to Inspire and Convince,Delft University of Technology,Intermediate,https://www.edx.org/course/communicating-effectively-how-to-inspire-and-con-2,Discover how to gain support from management and motivate your teams by learning how to communicate effectively and strategically.,"In order to be effective, leaders need a high tolerance of complexity. Beyond this, they need to inform their people and the outside world of their strategies, policies and decisions. Effective leaders are often inspiring communicators - their own high tolerance of complexity helps them reduce this complexity to a concise and powerful message. This course introduces the sensemaking mindset. Your sensemaking mindset is of critical importance in motivating others to follow and support you. Your communication ability to inspire and convince is largely dependent on the way you frame your message, and on your skills at playing the game of framing and reframing. You will learn from a large variety of (video) cases and analyze a large number of situations where leaders' communication and sensemaking skills are tested and probed.The course is designed so that you are introduced to communication by reviewing public figures and politicians to bring awareness to communication techniques. Then you will see the same techniques being utilized with public figures in the engineering field. This enables you to visualize how to best utilize these communication techniques in your career successfully. Upon completion of this course you will be introduced to the sensemaking mindset, and will have learned how to use framing essentials, debating methods and pitching methods, in order to frame your communication to your team and supervisor. This will ensure that you are equipped to build winning coalitions in your own organization. Business & Management"
The Chemistry of Life,Kyoto University,Beginner,https://www.edx.org/course/the-chemistry-of-life,Learn how to generate ideas at the interface between chemistry and biology.,"Chemistry and biology are traditionally taught as separate subjects at the high school level, where students memorize fundamental scientific principles that are universally accepted. However, at the university level and in industry, we learn that science is not as simple as we once thought. We are constantly confronted by questions about the unknown and required to use creative, integrated approaches to solve these problems. By bringing together knowledge from multidisciplinary fields, we are empowered with the ability to generate new ideas. The goal of this course is to develop skills for generating new ideas at the interface between chemistry and biology by analyzing pioneering studies.When should I register?
Registration will be open throughout the course. Biology & Life Sciences"
Nutrition and Health: Micronutrients and Malnutrition,Wageningen University & Research,Intermediate,https://www.edx.org/course/nutrition-and-health-micronutrients-and-malnutriti,Learn about malnutrition and micronutrients and how they impact human health.,"There is an overload of information about nutrition and health, but what is the truth and what can you do to improve the health of your patients? Learn more about nutrition and how our diet profoundly impacts our current and future health. This course addresses the relationship between nutrition and human health, with a focus on health problems related to malnutrition. In this course, Professor Sander Kersten from Wageningen University & Research will explain about the micronutrient (vitamins, minerals, and trace elements) content of foods. You will learn about their role in the body and their impact on our health. Moreover, this course will discuss how suboptimal nutrition may affect human health, with particular attention to malnutrition and global hunger. You will learn about strategies to improve and combat these problems of malnutrition. Finally, the course will make you familiar with nutritional research and research methodologies. This course is especially useful for health care professionals and people working in the food industry with a non-nutrition background. You will develop a critical mind set by learning to better weigh and interpret information about food, nutrition and health. to improve overall health This course, is part of the Food, Nutrition and Health Professional Certificate Program of Wageningen University & Research. Did you already complete Nutrition and Health: Macronutrients and Overnutrition? That is the first course in the Food, Nutrition and Health Professional Certificate Program. To explore other learning opportunities about nutrition, have a look at the courses  Biology & Life Sciences"
Digital Design,The Hong Kong University of Science and Technology,Beginner,https://www.edx.org/course/digital-design,"The course is an introduction to digital design technology. It allows you to understand the basics of digital design and helps you develop skills from computer aided design to animation covering topics such as rigging, key framing, rendering and more.","Digital Design is about designing in digital space so that the created contents can be displayed and seen on a digital device. With the availability of high computing power, designers are able to quickly create designs in digital space prior to actual deployment.In this course, you will learn the fundamental concepts of a wide variety of digital design technology and you will have the opportunity to create your own digital designs and animate them as well. The course focuses on creating 3D objects using a computer-aided design package, creating real life physical simulations and then combining the two techniques to create rendered animations. It will also introduce the virtual reality (VR) and augmented reality (AR) applications.This course allows you to get hands-on experience on different design tools so that the various outputs can be combined in a systematic way. So get started to experience this excitement of creating your own designs now whether it be for continuing education or as a hobby.At the end of the course, you will be able to: Design"
Machine Learning for Data Science and Analytics,Columbia University,Beginner,https://www.edx.org/course/machine-learning-for-data-science-and-analytics,Learn the principles of machine learning and the importance of algorithms.,"Machine Learning is a growing field that is used when searching the web, placing ads, credit scoring, stock trading and for many other applications.This data science course is an introduction to machine learning and algorithms. You will develop a basic understanding of the principles of machine learning and derive practical solutions using predictive analytics. We will also examine why algorithms play an essential role in Big Data analysis. Computer Science"
The Science of Everyday Thinking,The University of Queensland,Beginner,https://www.edx.org/course/the-science-of-everyday-thinking,"Learn how to think better, argue better, and choose better.","We will explore the psychology of our everyday thinking: why people believe weird things, how we form and change our opinions, why our expectations skew our judgments, and how we can make better decisions. We'll discuss and debate topics such as placebos, the paranormal, medicine, miracles, and more.You will use the scientific method to evaluate claims, make sense of evidence, and understand why we so often make irrational choices. You will begin to rely on slow, effortful, deliberative, analytic, and logical thinking rather than fast, automatic, instinctive, emotional, and stereotypical thinking.We will provide tools for how to think independently, how to be skeptical, and how to value data over personal experience. We will examine the mental shortcuts that people use and misuse, and apply this knowledge to help make better decisions, and improve critical thinking. Business & Management"
Product Management Fundamentals,"The University of Maryland, College Park-University System of Maryland",Beginner,https://www.edx.org/course/product-management-fundamentals,Understand the keys to successfully navigating the roles and responsibilities of being a product manager to champion change with internal and external collaborators and influencers,"Product management is one of the fastest growing and most lucrative jobs available today. Companies have awoken to the desperate need for product managers to create products that customers love, that integrate design, functionality, and business solutions. In our course, we define the fundamentals of product management and why this role is so coveted as a launch pad for future CEOs and startup founders.To be effective, product managers need a clear understanding of their jobs and duties. They also need a clear understanding of the required skills and competencies. An appreciation of these roles, responsibilities, skills, and capabilities is also beneficial for stakeholders and team members who collaborate with product managers.This course investigates the framework for success in product management by defining the product manager’s position in an organization and the key responsibilities. We will examine the skills and competencies most critical to carrying out those responsibilities. To further improve your understanding of product management, we will discuss how product managers engage with the product team and stakeholders to create and manage successful products.Product managers must also know how to establish, organize, and lead a team. They must know the typical product development life cycle and be able to select the right development methodology for the product and the target market. To meet these challenges to product team leadership, we will consider the phases of product development and the roles that product managers play in each step. We’ll examine a variety of team structures and product development methodologies, and the importance of establishing a team charter. Lastly, we will also explore the opportunities and challenges of market development and commercialization. We’ll provide an orientation to key marketing concepts critical to developing and commercializing innovative products and services. Business & Management"
International Human Rights Law,Université catholique de Louvain,Advanced,https://www.edx.org/course/international-human-rights-law,Learn how an individual’s human rights are protected from both public and private power by international laws.,"Human rights are developed through the constant dialogue between international human rights bodies and domestic courts, in a search that crosses geographical, cultural and legal boundaries. The result is a unique human rights grammar, which this course shall discuss and question, examining the sources of human rights, the rights of individuals, the duties of States, and the mechanisms of protection.We shall rely extensively on comparative material from different jurisdictions, to study a wide range of topics including, religious freedom in multicultural societies, human rights in employment relationships, economic and social rights in development, or human rights in the context of the fight against terrorism.At the end of the course you’ll be able to: Law"
The Best Start in Life: Early Childhood Development for Sustainable Development,SDG Academy,Intermediate,https://www.edx.org/course/the-best-start-in-life-early-childhood-development,Children are our future – so how do we give them the best beginning for a happy and healthy life?,"What does a successful early childhood care program look like? How has a child’s brain developed at the age of 3? How does nutrition impact the future well-being of a child into adulthood? Learn the answers to these questions and more in ""The Best Start in Life: Early Childhood Development for Sustainable Development"". With leading experts in the field – hailing from Harvard University, New York University and UNICEF, among other institutions – we’ll explore how neuroscience, sociology, anthropology and other studies have influenced our understanding of early childhood development. This course is for:  Education & Teacher Training"
Data Science and Machine Learning Capstone Project,IBM,Intermediate,https://www.edx.org/course/data-science-and-machine-learning-capstone-project,Create a project that you can use to showcase your Data Science skills to prospective employers. Apply various data science and machine learning techniques to analyze and visualize a data set involving a real life business scenario and build a predictive model.,"About this courseNow that you've taken several courses on data science and machine learning, it’s time to put your learning to work on a data problem involving a real life scenario. Employers really care about how well you can apply your knowledge and skills to solve real world problems, and the work you do in this capstone project will make you stand out in the job market. In this capstone project, you’ll explore data sets in New York’s 311 system, which is used by New Yorkers to report complaints for the non-emergency problems they face. Upon being reported, various agencies in New York get assigned to resolve these problems. The data related to these complaints is available in the New York City Open Dataset. On investigation, one can see that in the last few years the 311 complaints coming to the Department of Housing Preservation and Development in New York City have increased significantly. Your task is to find out the answers to some of the questions that would help the Department of Housing Preservation and Development in New York City effectively tackle the 311 complaints coming to them. You will need to use the techniques you learned in your previous Python, data science, and machine learning courses, including data ingestion, data exploration, data visualization, feature engineering, probabilistic modeling, model validation, and more. By the end of this course, you will have used real world data science tools to create a showcase project and demonstrate to employers that you are job ready and a worthy candidate in the field of data science. Data Analysis & Statistics"
"Data Science for Construction, Architecture and Engineering",The National University of Singapore,Beginner,https://www.edx.org/course/Data-Science-for-Construction-Architecture-and-Engineering,"This course introduces data science skills targeting applications in the design, construction, and operations of buildings. You will learn practical coding within this context with an emphasis on basic Python programming and the Pandas library.","The building industry is exploding with data sources that impact the energy performance of the built environment and health and well-being of occupants. Spreadsheets just don’t cut it anymore as the sole analytics tool for professionals in this field. Participating in mainstream data science courses might provide skills such as programming and statistics, however the applied context to buildings is missing, which is the most important part for beginners. This course focuses on the development of data science skills for professionals specifically in the built environment sector. It targets architects, engineers, construction and facilities managers with little or no previous programming experience. An introduction to data science skills is given in the context of the building life cycle phases. Participants will use large, open data sets from the design, construction, and operations of buildings to learn and practice data science techniques. Essentially this course is designed to add new tools and skills to supplement spreadsheets. Major technical topics include data loading, processing, visualization, and basic machine learning using the Python programming language, the Pandas data analytics and sci-kit learn machine learning libraries, and the web-based Colaboratory environment. In addition, the course will provide numerous learning paths for various built environment-related tasks to facilitate further growth. Data Analysis & Statistics"
"Nutrition, Heart Disease and Diabetes",Wageningen University & Research,Intermediate,https://www.edx.org/course/nutrition-heart-disease-and-diabetes,"Discover the latest insights on the importance of nutrition and lifestyle in the development and treatment of cardiovascular diseases and diabetes mellitus in the online open course Nutrition, Heart disease and Diabetes.","Learn about the role of nutrition in relation to diseases of the circulatory system and diabetes, which are major causes of death worldwide. You'll learn about the etiology of heart attacks, type 2 diabetes, stroke, other forms of cardiovascular diseases and how often these occur worldwide. You will learn about biological modifiable risk factors, such as blood pressure, blood cholesterol and obesity, and how they impact these diseases in a different way.After completing this course you will also have gained adeeper insight in underlying pathophysiological mechanisms, such as insulin resistance, and the role of (epi)genetic factors. Dieticians and doctors often get questions from their patients on what they can do to improve their health.In this course,part of the Professional Certificate Program Nutrition and Disease,you will learn about the interaction between nutrients, diets and cardiometabolic disease (heart disease and diabetes). You'll learn about the current progress in nutrition and cardiometabolic disease research. You willlearn how cardiometabolic diseasescan be prevented on the population level through lifestyle and dietary modifications. This course is especially valuable for professionals (in training) from various disciplines related to nutrition and health, e.g. nutritionists, epidemiologists, public health workers, physicians, health care professionals, health policy makers, nutrition educators, biologists, and food scientists. This course, is part of theNutrition and Disease Professional Certificate Program of Wageningen University & Research. Did you already complete Nutrition and Cancer? That is the other course in this Professional Certificate Program. Food & Nutrition"
Project Management for Development,Inter-American Development Bank,Intermediate,https://www.edx.org/course/project-management-for-development,A MOOC developed in collaboration with the Project Management Institute Educational Foundation (PMIEF). Learn best practices for managing projects that promote economic and social development in Latin America and the Caribbean.,"This course will be offered in EnglishOne of the challenges faced every day by governments, public organizations, nongovernmental organizations, development agencies, and other stakeholders that promote economic and social development in Latin America and the Caribbean is transforming proposals into concrete realities that improve society’s well-being and provide results within the time and resources available.This course introduces concepts and tools that can be applied to project management to generate material changes and meet expected objectives with limited resources. This MOOC strengthens participants’ capacity to manage government and social projects (such as nonprofit and civil society projects) so that they are executed efficiently and effectively.70% of the students who have taken the course state that they improved their ability to formulate, implement and/or evaluate public policies.The course is based on the Inter-American Development Bank’s PM4R methodology and the PMBOK® Guide, Sixth Edition of the PMI®.Project Management for Results (PM4R) was created by the IDB’s Inter-American Institute for Economic and Social Development (INDES).Participants who receive a certificate for this course also obtain 35 PDUs, because INDES is a PMI® Registered Education Provider (R.E.P.).To pass this course, participants must dedicate approximately 3 hours per week for 10 weeks. However, the self-paced modality provides them with the flexibility to take the course over a maximum of 8.7 months, as of April 2nd, 2020.The creation of this course was funded by the Institutional Capacity Strengthening Fund (ICSF), thanks to the contribution of the Government of the People’s Republic of China.PMBOK® Guide is a registered trademark of the Project Management Institute, Inc. Business & Management"
Introduction to Cloud Infrastructure Technologies,The Linux Foundation,Beginner,https://www.edx.org/course/introduction-to-cloud-infrastructure-technologies,"Learn the fundamentals of building and managing cloud technologies directly from The Linux Foundation, the leader in open source.","New to the cloud and not sure where to begin? This Beginner course, taught by cloud experts from The Linux Foundation, will help you grasp the basics of cloud computing and comprehend the terminology, tools and technologies associated with today’s top cloud platforms.Understanding cloud technologies tops the list of most important skills for any developer, system administrator or network computing professional seeking a lucrative career in technology. However, getting started and researching all things cloud can be complicated and time consuming. This course maps out the entire cloud landscape and explains how various tools and platforms fit together.Experts from The Linux Foundation can help guide you step-by-step as you begin to navigate the cloud. They host some of the world's leading open source cloud projects and provide training and networking opportunities to educate a talent pool to support those projects, and is a respected, neutral, non-profit education source to provide training for anyone learning how to build and manage cloud infrastructure.This course gives you a primer on cloud computing and the use of open source software to maximize development and operations. Topics covered include:No previous cloud experience is required for this course. ""Introduction to Cloud Infrastructure Technologies"" gives you the knowledge and tools to make smart decisions about which cloud services and applications to use depending on your needs. Computer Science"
"Circular Fashion: Design, Science and Value in a Sustainable Clothing Industry",Wageningen University & Research,Beginner,https://www.edx.org/course/circular-fashion-in-a-sustainable-clothingindustry,"The fundamentals of circular fashion unraveled, learn about circularity in all steps of the fashion value chain. From new textile materials and circular design all the way to business modelling.","The fashion industry has a large influence on the global economy and is more and more known for its social and environmental impact. Everywhere, new sustainable initiatives are arising from recycling, upcycling to creating clothes from compostable materials. Circularity tough, is a complex phenomenon. What will the future bring us? Are we indeed going to decompose our clothes in our own garden?This online course brings you a comprehensive introduction in circular fashion brought to you by roughly thirty different experts from both academia and practice. You will learn about the versatile task of transitioning towards circular fashion, from the unique collaboration between Wageningen University & Research, ArtEZ University of the Arts and many other experts.After the course you will know the core concepts and tools to help better understand circular economy in the fashion industry. Some of the topics that are covered focus on understanding the challenge of recycling, design for circularity, alternative textiles through biobased innovation and circular business modelling to help bring innovations to the market.For whom?This course will provide designers, retailers, scientists, engineers and all working at the industry or with an interest in fashion with holistic insights in the complex challenges of circular fashion, while engaging you to start the transition to circularity within your personal and/or professional practices. We will bring together art, design and science to move beyond an ego-centric approach of fashion and start from an ecosystems perspective.Learn the theory, understand the practice and start your own circular fashion journey. Join the movement towards a circular fashion industry!1. The difference between sustainability & circularity 2. Ecosystem circularity 3. Closing the loop in fashion 4. Biobased innovation and new materialism 5. Business as crafting value  Art & Culture"
Machine Learning,Columbia University,Advanced,https://www.edx.org/course/machine-learning,Master the essentials of machine learning and algorithms to help improve learning from data without human intervention.,"Machine Learning is the basis for the most exciting careers in data analysis today. You’ll learn the models and methods and apply them to real world situations ranging from identifying trending news topics, to building recommendation engines, ranking sports teams and plotting the path of movie zombies.Major perspectives covered include:Topics include: classification and regression, clustering methods, sequential models, matrix factorization, topic modeling and model selection.Methods include: linear and logistic regression, support vector machines, tree classifiers, boosting, maximum likelihood and MAP inference, EM algorithm, hidden Markov models, Kalman filters, k-means, Gaussian mixture models, among others.In the first half of the course we will cover supervised learning techniques for regression and classification. In this framework, we possess an output or response that we wish to predict based on a set of inputs. We will discuss several fundamental methods for performing this task and algorithms for their optimization. Our approach will be more practically motivated, meaning we will fully develop a mathematical understanding of the respective algorithms, but we will only briefly touch on abstract learning theory.In the second half of the course we shift to unsupervised learning techniques. In these problems the end goal less clear-cut than predicting an output based on a corresponding input. We will cover three fundamental problems of unsupervised learning: data clustering, matrix factorization, and sequential models for order-dependent data. Some applications of these models include object recommendation and topic modeling. Computer Science"
Free Cash Flow Analysis,Columbia University,Beginner,https://www.edx.org/course/free-cash-flow-analysis,Learn how to use the free cash flow method for firm valuation and how to compute and project free cash flows.,"In this course, learners will begin to apply the lessons and concepts from Introduction to Corporate Finance as they begin to discuss basics of firm valuation.Follow Professor Wolfenzon's lead to learn how the free cash flow method is applied to value firms. You will also learn about valuation using multiples. Throughout the course, you will learn how to construct Excel models to value firms by completing hands on activities. Business & Management"
Lean Production,Technische Universität München,Beginner,https://www.edx.org/course/lean-production,"Learn how to apply key elements of Lean Production, from minimizing inventory and reducing setup times, to using 5S and Kaizen, in order to improve quality and productivity in your workplace.","Learn about Lean Management, a customer-centric methodology that improves processes by eliminating waste and focusing on value-added tasks.This course will introduce the main tenets of the Toyota Production System, which includes Just-in-Time manufacturing, quality management tools, and the critical concept of Kaizen, the Japanese practice of continuous improvement. You will also learn about the key organization and managerial approaches that are used in Lean.You will learn how to analyze process flows in order to establish process capacity and identify the process bottleneck. You will then calculate resource utilization and cycle time to evaluate the impact of set up times, batching, defects and reworks on key process performance measures, including inventory, flow rate and flow time.We will also discuss the impact of key concepts of Lean, including Heijunka, Kanban, Jidoka, Andon, Poka Yoke, and 5S, which help achieve increased productivity and quality.Upon successful completion of this program, learners will earn the TUM Lean and Six Sigma Yellow Belt certification, confirming mastery of Lean Six Sigma fundamentals to a Green Belt level. The material is based on the American Society for Quality (www.asq.org) Body of Knowledge up to a Green Belt Level. The Professional Certificate is designed as preparation for a Lean Six Sigma Green Belt exam. Business & Management"
Introduction to Algebra,SchoolYourself,Beginner,https://www.edx.org/course/introduction-to-algebra,"Solve equations, draw graphs, and play with quadratics in this interactive course!","We live in a world of numbers. You see them every day: on clocks, in the stock market, in sports, and all over the news. Algebra is all about figuring out the numbers you don't see. You might know how fast you can throw a ball, but can you use this number to determine how far you can throw it? You might keep track of stock prices, but how can you figure out how much money you've made (or lost) in the market? And you may already know how to tell time, but can you calculate at what times a clock's hour and minute hands are exactly aligned? With algebra, you can answer all of these questions, using the numbers you already know to solve for the unknown. Algebra is an essential tool for all of high school and college-level math, science, and engineering. So if you're starting out in one of these fields and you haven't yet mastered algebra, then this is the course for you! In this course, you'll be able to choose your own path within each lesson, and you can jump between lessons to quickly review earlier material. AlgebraX covers a standard curriculum in high school Algebra I, and CCSS (common core) alignment is indicated where applicable.Learn more about our High School and AP* Exam Preparation Courses Math"
"LaTeX for Students, Engineers, and Scientists",IITBombay,Beginner,https://www.edx.org/course/latex-for-students-engineers-and-scientists-2,"Explore a new way of writing and typesetting articles, books, papers, etc. using a document preparation system called LaTeX.","LaTeX, a document preparation system, is widely used for publishing in many scientific fields like mathematics, statistics, computer science, engineering, chemistry, physics, economics, linguistics, etc.. It is a powerful and open-source system that provides numerous facilities for automating typesetting of the document: i.e. structuring page layout, listing and auto-numbering of sections, tables, figures, generating a table of contents, managing cross-referencing, citing, and indexing. Unlike other WYSIWYG editors, the content is written in plain text along with appropriate commands, thus, allowing the user to concentrate on the content rather than the aesthetics (the way it looks). The TeX typesetting program which LaTeX uses, was designed such that anyone can create good quality material with less efforts. This course introduces the basic concepts of LaTeX. Participants taking this course will be able to create and design documents in LaTeX and presentations in Beamer with confidence. Engineering"
Leading With Effective Communication (Inclusive Leadership Training),Catalyst,Beginner,https://www.edx.org/course/leading-with-effective-communication-inclusive-lea,Develop communication skills that bring out the best in you — and in others.,"What does it take to inspire others, promote a novel idea, or even have a difficult conversation? How can you position yourself as a leader through inclusive communication? How do you know that the message you are intending to send is what is being received? Join Catalyst experts to explore this topic and the important role communication plays in inclusive leadership.All too often, we struggle to communicate effectively—particularly with others who are different from us in some way. This course will show you how the most effective communication utilizes the inclusive leadership mindset of Empowerment, Accountability, Courage, and Humility and guide you on how to use that mindset yourself. Through research and real-world examples, you will learn strategies to enhance your communication skills and approach. Topics will include understanding dialogue processes, debunking everyday communication myths, testing assumptions, listening, expressing yourself authentically, and communicating across differences. With short quizzes, compelling case studies, and engaging videos, you will develop knowledge in each section and share your experience with other learners.Throughout the course, you will create a plan of action to help apply the strategies learned in this course to your work and other parts of your life. Communication"
Anatomy: Musculoskeletal and Integumentary Systems,The University of Michigan,Beginner,https://www.edx.org/course/anatomy-musculoskeletal-and-integumentary-systems,"Learn about the integumentary system (skin, hair, nails, and glands), and how the bones, joints, and muscles of the musculoskeletal system function.","In this anatomy course, part of the Anatomy XSeries, you will learn how the components of the integumentary system help protect our body (epidermis, dermis, hair, nails, and glands), and how the musculoskeletal system (bones, joints, and skeletal muscles) protects and allows the body to move.You will engage with fascinating videos, lectures, and anatomical visual materials (illustrations and cadaveric images) to learn about these properties and functions. Biology & Life Sciences"
"Inglés empresarial: ventas, gestión y liderazgo",Universidades Anáhuac,Beginner,https://www.edx.org/course/ingles-empresarial-para-venta-gestion-y-liderazgo-de-equipos,Este curso en línea te permitirá aprender inglés y tener una inmersión del idioma en los negocios para sobresalir en tu carrera profesional.,"Conviértete en un ciudadano global y obtén las habilidades necesarias para lograr sobresalir en tu lugar actual de trabajo o poder alcanzar el siguiente paso al éxito laboral.Este curso de inglés en línea te brindará las habilidades lingüísticas y conversacionales básicas para el mundo de los negocios, lo que te permitirá comunicarte con jefes, colegas y personal en el trabajo de forma eficaz, tales como escuchar y analizar antes de hablar, plantear correctamente una presentación, dirigir una reunión o cerrar un trato.Obtén el entrenamiento profesional básico en inglés que siempre has deseado de la mano de profesionistas con experiencia en el campo laboral angloparlante y triunfa en tu lugar de trabajo, prepárate para internacionalizar tu negocio o enfrentarte al mundo globalizado gracias al uso de la terminología propia del mundo de los negocios.Logra aplicar tus conocimientos de forma proactiva, al mismo tiempo que recibes toda la enseñanza, motivación y herramientas necesarias para crecer profesionalmente con bases sólidas en este idioma, en un periodo conciso y práctico utilizando cualquier dispositivo móvil. Business & Management"
Business Strategy from Wharton: Competitive Advantage,The Wharton School of the University of Pennsylvania,Intermediate,https://www.edx.org/course/business-strategy-from-wharton-competitive-advan-2,Learn how to develop and execute strategies to gain competitive advantage and improve your position in the marketplace.,"Maintaining a competitive advantage takes more than great timing or a single solution. Sustainable advantage requires a well-designed and well-executed strategy. This course was created to give you the tools and frameworks you need to develop and execute a successful strategy.You’ll learn how to evaluate your own strategy, as well as how to locate sources of potential competitive advantage from a perspective that encompasses the internal, external, and dynamic fit of your strategy. You’ll also learn how to enhance your ability to assess the strategic impact of the moves of your competitors and how to maintain competitive advantage, understand the general drivers that create and sustain competitive advantage, and how to identify organizational barriers to change.By the end of this course, you’ll be able to assess and redesign your current strategy and develop plans for effective implementation to give your firm a competitive advantage. Business & Management"
"Six Sigma: Analyze, Improve, Control",Technische Universität München,Beginner,https://www.edx.org/course/six-sigma-analyze-improve-control,"Learn how to statistically analyze process data to determine the root cause and propose solutions for process problems, to implement quality management tools, such as 8D and the 5 Whys, and to understand the concept of Design for Six Sigma (DFSS).","Learn how to statistically analyze data with the Six Sigma methodology using inferential statistical techniques to determine confidence intervals and to test hypotheses based on sample data. You will also review cause and effect techniques for root cause analysis.You will learn how to perform correlation and regression analyses in order to confirm the root cause and understand how to improve your process and plan designed experiments.You will learn how to implement statistical process control using control charts and quality management tools, including the 8 Disciplines and the 5 Whys to reduce risk and manage process deviations.To complement the lectures, learners are provided with interactive exercises, which allow learners to see the statistics ""in action."" Learners then master statistical concepts by completing practice problems. These are then reinforced using interactive case studies, which illustrate the application of the statistics in quality improvement situations.Upon successful completion of this program, learners will earn the TUM Lean and Six Sigma Yellow Belt certification, confirming mastery of Lean Six Sigma fundamentals to a Green Belt level. The material is based on the American Society for Quality (www.asq.org) Body of Knowledge up to a Green Belt Level. The Professional Certificate is designed as preparation for a Lean Six Sigma Green Belt exam. Business & Management"
AP® Microeconomics,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/ap-microeconomics,An overview of Beginner microeconomics. Learn the key principles of economics and how to apply them to the real world - and the AP® exam!,"Want to learn how individuals and businesses make the decisions that drive our economy - and use those skills to ace the Microeconomics AP® exam? This is the course for you!This economics course is an introduction to basic microeconomic principles. You will learn how individuals make decisions ranging from what type of goods to buy to how many hours to work, and how firms make decisions ranging from how many workers to hire to what prices to charge. You will study how to evaluate economic outcomes from the perspective of efficiency and fairness, and discuss the proper role of the government in determining these outcomes.This course will cover all material that is required for the Microeconomics AP® exam. It will cover this material through a mix of intuitive explanations, real-world applications, and graphical and mathematical supplements that explore the content in more depth. By the end of the course, not only will you have an understanding of the most important principles of microeconomics, but you’ll be able to use these principles to better understand the workings of the real world around you!*Advanced Placement® and AP® are trademarks registered and/or owned by the College Board, which was not involved in the production of, and does not endorse, these offerings. Economics & Finance"
Engineering Calculus and Differential Equations,University of Hong Kong,Beginner,https://www.edx.org/course/engineering-calculus-and-differential-equations,"Learn fundamental concepts of single-variable calculus and ordinary differential equations, as well as their applications in engineering fields. Apply mathematical skills to model and solve engineering problems.","How do electrical engineers find out all the currents and voltages in a network of connected components? How do civil engineers calculate the materials necessary to construct a curved dome over a new sports arena? How do space flight engineers launch an exploratory probe? If questions like these pique your interest, this course is for you! Calculus with differential equations is the universal language of engineers. In this course, “Engineering Calculus and Differential Equations,” we will introduce fundamental concepts of single-variable calculus and ordinary differential equations. We'll explore their applications in different engineering fields. In particular, you will learn how to apply mathematical skills to model and solve real engineering problems. This course will enable you to develop a more profound understanding of engineering concepts and enhance your skills in solving engineering problems. In other words, youwill be able to construct relatively simple models of change and deduce their consequences. By studying these, youwill learn how to monitor and even controla given system to do what you want it to do. Techniques widely used in engineering will be illustrated; such as Laplace transform for solving problems in vibrations and signal processing. We have designed animations and interactive visualizations to supplement complex mathematical theories and facilitate understanding of the dynamic nature of topics involving calculus. Math"
Linear Algebra - Foundations to Frontiers,The University of Texas at Austin,Intermediate,https://www.edx.org/course/linear-algebra-foundations-to-frontiers,Learn the mathematics behind linear algebra and link it to matrix software development.,"Linear Algebra: Foundations to Frontiers (LAFF) is packed full of challenging, rewarding material that is essential for mathematicians, engineers, scientists, and anyone working with large datasets. Students appreciate our unique approach to teaching linear algebra because:In this course, you will learn all the standard topics that are taught in typical undergraduate linear algebra courses all over the world, but using our unique method, you'll also get more! LAFF was developed following the syllabus of an Beginner linear algebra course at The University of Texas at Austin taught by Professor Robert van de Geijn, an expert on high performance linear algebra libraries. Through short videos, exercises, visualizations, and programming assignments, you will study Vector and Matrix Operations, Linear Transformations, Solving Systems of Equations, Vector Spaces, Linear Least-Squares, and Eigenvalues and Eigenvectors. In addition, you will get a glimpse of cutting edge research on the development of linear algebra libraries, which are used throughout computational science.MATLAB licenses will be made available to the participants free of charge for the duration of the course. To see what former learners have to say about the course, read reviews on coursetalk.We invite you to LAFF with us! Computer Science"
Effective Communication for Today's Leader,Tecnológico de Monterrey,Intermediate,https://www.edx.org/course/effective-communication-for-todays-leader,Identify and develop the most important communication skills: assertiveness and empathy.,"Interpersonal communication is one of the most important management skills: everyday we relate with our bosses, collaborators, customers and colleagues.Being a good communicator is synonym to being a good leader.Interpersonal and group communication helps us to create better business environments, and therefore, to have better results.Understand the importance of communication in people's lives and thus boost the improvement in our ability to effectively socialize.Identify the concept of communication to clarify its importance.Develop communication skills: assertiveness and empathy.Apply communication skills to performance feedback and achieve organizational objectives. Business & Management"
Electric Cars: Technology,Delft University of Technology,Intermediate,https://www.edx.org/course/electric-cars-technology,Get an in-depth understanding of the technology behind electric cars.,"Electric cars are more than a novel means of mobility. They have been recognized as an essential building block of the energy transition. Fulfilling their promise will imply a significant change in the technical, digital and social dimensions of transport and energy infrastructure. If you are interested in learning about the state-of-the-art technology behind electric cars, then this is the course for you! This course focuses on the technology behind electric cars. You will explore the working principle of electric vehicles, delve into the key roles played by motors and power electronics, learn about battery technology, EV charging, smart charging and about future trends in the development of electric cars. The course includes video lectures, presentations and exercises, which are all illustrated with real-world case studies from projects that were implemented in the Netherlands. This course was co-developed by Dutch Innovation Centre for Electric Road Transport (Dutch-INCERT) and TU Delft and is taught by experts from both the industry and academia, who share their knowledge and insights. Join the course and be prepared for the upcoming developments amid the transition to electric vehicles! Engineering"
Site Planning Online,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/site-planning-online,"How to plan a site, its infrastructure and public spaces so that it is sustainable, supports human needs, compatible with its natural and man-made surroundings, adaptable and economically efficient. The course includes many examples of well planned sites.","Cities are built site by site. Site planning has been taught in urban planning, landscape architecture and architecture programs for over a century and continues to be a foundation course for those who aspire to plan the built environment. It is a required subject on licensing and certification programs for each of these disciplines. Mastering the art of site planning requires substantive knowledge, well-honed design skills, and familiarity with examples and prototypes of site organization. This course provides the perspectives of leading academics and practitioners on the important issues in preparing site plans. It offers a foundation of knowledge, and the opportunity to apply what is learned in preparing a site plan.How to analyze a site and imagine the possibilities for its use. How to create a program and a plan for a site. How to make choices about site infrastructure. Examples of well planned sites. Design"
Macroeconometric Forecasting,The International Monetary Fund,Intermediate,https://www.edx.org/course/macroeconometric-forecasting-2,Learn how to create and assess forecasting models to predict macroeconomic variables such as inflation and economic growth.,"In this macroeconomics course, you will learn to predict macroeconomic variables such as inflation, growth or consumption, and to create statistical models in economics and use them to predict responses to economic policy.You will learn from hands-on demonstrations of model-building, forecasting and policy analysis, using data sets from a wide variety of countries. Demonstrations and applications will be conducted using EViews —a popular software for estimating and simulating forecasting models on Windows. Free, temporary licenses for EViews will be made available for the duration of the course.Macroeconometric Forecasting is offered by the IMF with financial support from the Government of Japan. Economics & Finance"
Algorithms,IITBombay,Intermediate,https://www.edx.org/course/algorithms-2,Learn how to structure and use algorithms to solve real life problems.,"Algorithms power the biggest web companies and the most promising startups. Interviews at tech companies start with questions that probe for good algorithm thinking.In this computer science course, you will learn how to think about algorithms and create them using sorting techniques such as quick sort and merge sort, and searching algorithms, median finding, and order statistics.The course progresses with Numerical, String, and Geometric algorithms like Polynomial Multiplication, Matrix Operations, GCD, Pattern Matching, Subsequences, Sweep, and Convex Hull. It concludes with graph algorithms like shortest path and spanning tree.Topics covered:This course is part of the Fundamentals of Computer Science XSeries Program: Computer Science"
Calculus Applied!,Harvard University,Intermediate,https://www.edx.org/course/calculus-applied,"Apply tools of single-variable calculus to create and analyze mathematical models used by real practitioners in social, life, and physical sciences.","In this course, we go beyond the calculus textbook, working with practitioners in social, life and physical sciences to understand how calculus and mathematical models play a role in their work.Through a series of case studies, you’ll learn:With real practitioners as your guide, you’ll explore these situations in a hands-on way: looking at data and graphs, writing equations, doing calculus computations, and making educated guesses and predictions.This course provides a unique supplement to a course in single-variable calculus. Key topics include application of derivatives, integrals and differential equations, mathematical models and parameters.This course is for anyone who has completed or is currently taking a single-variable calculus course (differential and integral), at the high school (AP or IB) or college/university level. You will need to be familiar with the basics of derivatives, integrals, and differential equations, as well as functions involving polynomials, exponentials, and logarithms.This is a course to learn applications of calculus to other fields, and NOT a course to learn the basics of calculus. Whether you’re a student who has just finished an Beginner Calculus course or a teacher looking for more authentic examples for your classroom, there is something for you to learn here, and we hope you’ll join us! Math"
Precalculus,Arizona State University,Intermediate,https://www.edx.org/course/precalculus,"This college-level, credit-eligible Precalculus course will teach you the skills required for success in future Calculus studies.","This course is part of Global Freshman Academy (GFA), which means you can earn transferable ASU credit toward your college degree.In this college-level Precalculus course, you will prepare for calculus by focusing on quantitative reasoning and functions. You’ll develop the skills to describe the behavior and properties of linear, exponential, logarithmic, polynomial, rational, and trigonometric functions.Content in this course will be adaptive, allowing you to achieve mastery in a certain concept before moving on to the next. Utilizing the ALEKS learning system, students in this personalized, self-paced course will be instructed on the topics they are most ready to learn while also providing individualized coaching as you move through each topic.Before taking this course, you should already have a strong understanding of algebraic skills such as factoring, basic equation solving, and the rules of exponents and radicals.This 3 credit hour course satisfies the Mathematical Studies (MA) general studies requirement at Arizona State University. The cost to convert to credit is $600. This course may satisfy a general education requirement at other institutions; however, it is strongly encouraged that you consult with your institution of choice to determine how these credits will be applied to their degree requirements prior to transferring the credit. Math"
Business Communications,University of British Columbia,Beginner,https://www.edx.org/course/business-communications,Learn how to communicate effectively in a business setting: understand diverse audiences and build sound arguments.,"This course, part of the Business Fundamentals Professional Certificate program, will sharpen your writing, presentation, and interpersonal communication skills to help you succeed in the business world. You will learn a range of successful practices and guidelines that have been derived from both research and experience.You will learn strategies for honing your communication style, improving clarity, conciseness and impact. By the end of the course, you will be able to think strategically about all forms of communication, and communicate with diverse audiences. Business & Management"
International Women's Health and Human Rights,Stanford University,Beginner,https://www.edx.org/course/international-womens-health-and-human-rights,"This self-paced course provides an overview of women's health and human rights, beginning in infancy and childhood, then moving through adolescence, reproductive years and aging. We consider economic, social, political and human rights factors, and the challenges women face in maintaining health and managing their lives in the face of societal pressures and obstacles.","We focus on critical issues, namely those that may mean life or death to a woman, depending on whether she can exercise her human rights. These critical issues include: being born female and discrimination; poverty; unequal access to education, food, paid work and health care; and various forms of violence. Topics discussed include son preference, education, HIV/AIDS, reproductive health, violence in the home and in war and refugee circumstances, women's work, sex trafficking, and aging.Our MOOC will have a special focus on creating an international network of engaged participants. We will ask participants to take part in interactive discussions to share their own experiences. We also ask participants to engage with the communities they live in, in order to deepen their understanding of the issues and tie academic ideas to real-life circumstances. Social Sciences"
Blockchain: Understanding Its Uses and Implications,The Linux Foundation,Beginner,https://www.edx.org/course/blockchain-understanding-its-uses-and-implications,"Understand exactly what a blockchain is, its impact and potential for change around the world, and analyze use cases in technology, business, and enterprise products and institutions.","Blockchain technology is changing how business is executed. It's important to understand why blockchain is different and how it works in comparison with technologies of the past. The first segment of this course covers all the main concepts of what Blockchain is. It discusses how it began as a triple ledger system first introduced for the administration of the cryptocurrency Bitcoin, and how it is now applied to all aspects of business including government, banking, supply chains, and a host of other industries. It also analyzes the concept of transparent ledgers, both public and permissioned, and focuses on using cryptography to achieve consensus, immutability, and governance of transactions. This is all part of Blockchain's ability to provide ""trusted data from untrusted sources,"" disrupting traditional accounting methodologies and international trade. The course then dives into the various methods of blockchain governance that currently exist in the marketplace as well as how consensus fits into governance. It explores how to reach consensus through proof-of-work or proof-of-stake. Other aspects of the course include examining the very specific features of blockchain that solve problems that have been difficult to overcome in the past with more centralized architectures. The final part of the course takes a deep dive into the various use cases of blockchain, complete with analyzing real examples of how different industries are executing the technology and improving their business. Examining a problem, and then depicting a blockchain use case that solves the problem, will help gain an understanding of how blockchain is applied to real-world situations. Business & Management"
Basics of Power BI,Rolls-Royce,Beginner,https://www.edx.org/course/basics-of-power-bi,"This learning resource will give learners the knowledge and the confidence to use the Power BI tool over other methods of recording, visualising and presenting data such as PowerPoint presentations.","The purpose the tool is being used for will vary from learner to learner, but this learning covers key areas of navigation, design, sharing and presenting. You can use this learning resource as required for the areas that you need support on.This resource covers the following topic areas: Data Analysis & Statistics"
Preparing to Network in English,University of Washington,Beginner,https://www.edx.org/course/preparing-to-network-in-english,Learn the basics of networking while you grow your social network and professional connections. Practice speaking to improve your English language skills for increased success in job hunting.,"Networking in the business world is key to career success. Research shows that many jobs are never officially advertised. Many companies rely on word-of-mouth advertising to hire employees, so connections with people are important! It’s also clear that English is an important language in the global job hunt. But what exactly is networking? And how do you do it in English? This course helps you understand the basics of networking and why it’s important. You’ll identify the key qualities that you personally want to focus on developing. Most importantly, you’ll grow and expand your business network and professional connections. Gain confidence in your speaking while introducing yourself in English. You’ll also learn about business culture in North America and around the globe while you improve your English language skills for increased success in networking and job hunting. Language"
Mandarin Chinese Essentials,MandarinX,Beginner,https://www.edx.org/course/mandarin-chinese-essentials,"This course is your first crucial step to learning Mandarin Chinese. Learn essential skills for communicating in Chineseincluding tones, pinyin, grammar, characters, and basic structures all within the context of a business environment.","Chinese is a critical language for all global organizations. Mandarin Chinese Essentials features a thorough basic Chinese virtual learning experience at your pace! Switching from Latin alphabet or other phonogram languages to Chinese can be intimidating and frustrating. This prerequisite course breaks down all basic characteristics of Chinese language, ensuring you have a solid foundation to be a competent speaker in a business environment. We will introduce one rule with practices and related dialogues through videos that includepractical businessconversations. We provide solid learning system that is essential for beginners to differentiate and construct sentences, and then use them in workplace and business scenarios. If you enroll in the verified track, you will be able to participate in the Webinar lectured by Dr. Estella Y. Chen, who will lead thediscussionwitha wide variety ofpopulartopicstoaccompanyyou to the world of chinese business culture and trend. What's more, in the verified track, we'll give you three pronunciation lessons that will help youcommunicate more smoothly and effectively ina business environment. No previous knowledge needed. We start from the beginning! This course was developed with the assistance of Dr. Haohsiang Liao, Director of the Chinese Language Program at MIT. Language"
Human Rights: The Rights of Refugees,Amnesty International,Beginner,https://www.edx.org/course/human-rights-the-rights-of-refugees,Take action for human rights. This course will teach you about the human rights of refugees and empower you to defend them.,"Across the world, barriers are growing. Every day people fleeing war and persecution find the door slammed in their face.Refugees have human rights. What are these rights? Who is responsible for upholding and protecting them? How can we hold them to account?This short course will enable you to find the answers and empower yourself to defend and promote the rights of refugees and discover how you can be part of the solution.Learn from the experts, campaigners and activists at Amnesty International how to identify human rights violations and to claim, defend and promote the human rights of refugees.You will be challenged to think critically and interact with participants. Together you will learn how to empower yourselves to create change.This is Amnesty International's second human rights MOOC. Be prepared for active learning, connecting with course participants from across the world and to become part of a global community campaigning for the rights of refugees to be upheld everywhere.The course is also available in French and Spanish. Humanities"
What do Architects and Urban Planners do?,Wits University,Beginner,https://www.edx.org/course/what-do-architects-and-urban-planners-do,Discover how spatial design professionals make a difference in society,"Are you interested in studying architecture or urban planning? This course will help you understand what spatial design professionals really do, so you can decide if this is the right profession for you. First, we’ll learn about the built environment, and the kinds of challenges and opportunities that architects and planners grapple with. Then we’ll discuss five short examples based on real projects. In each example, we will focus on the role played by different spatial design professionals, including urban planners, urban designers, landscape architects, architects and interior architects. You’ll gain a good understanding of what each spatial design profession does, so you can make an informed choice about what to study. The course will also be useful for anyone who needs to interact with spatial design professionals, and would like an insight into their different roles. Architecture"
"U.S. Political Institutions: Congress, Presidency, Courts, and Bureaucracy",Harvard University,Beginner,https://www.edx.org/course/us-political-institutions-congress-presidency-cour,Examine the inner workings of the three branches of the U.S. Federal Government,"How do the three branches of government operate? How is power shared among Congress, the president, and the Supreme Court? What role is played by federal agencies that have no direct constitutional authority oftheir own? In this part of our series on American Government, we will examine the separation of powers among the three branches of government, and the role of voters, political parties, and the broader federal bureaucracy. We’ll explore how “the people” affect the behavior of members of Congress, what constitutes success in a president’s domestic and foreign policies, and how much power an unelected judiciary should have in a democratic system. Social Sciences"
Negotiation Skills and Effective Communication,Tecnológico de Monterrey,Intermediate,https://www.edx.org/course/negotiation-skills-and-effective-communication,"It analyzes the “social” perspective of a negotiation and its impact on successful agreements, as well as the risks of ignoring it, or disregarding its applicability.","We start making negotiations as soon as our day begins, through all our interactions, either work, social, or family-related. But have you ever wondered how efficiently you negotiate, and whether you could be better at it? This is a straightforward opportunity to put into practice all the knowledge you have acquired, and to confirm that the negotiation process is dynamic and can always be improved.The course integrates the most recent advances in the development of negotiation skills, based on modern life complexities, in a simple and direct way.We start out with the structure of effective communication in a negotiation, with the intention of identifying our opportunity areas, and improving them through active learning mechanisms.And what can we say about the role emotions play in a negotiation process? It is necessary to acknowledge , manage, and take advantage of them by using emotional intelligence mechanisms.Negotiation, by definition, implies the relationship between two or more parties who eventually express opposing interests and demand skills for problem-solving. In this course you will learn to identify and manage its irreversible consequences in advance.Implement the key negotiation skills and styles to carry out effective negotiations and reach satisfactory agreements.Adopt communication techniques that improve relationships and stimulate cooperation between the parties involved.Develop critical thinking to manage emotions and resolve conflicts in a constructive way. Business & Management"
AP® English Literature & Composition – Part 1: Stories,"University of California, Berkeley",Beginner,https://www.edx.org/course/ap-english-literature-composition-part-1-stories-2,Enhance your ability to read and write about great literature in preparation for the AP® English Literature & Composition exam.,"This course prepares you to read more deeply and write more clearly about works of literature. Through an engaging collection of videos, authentic readings, and support material from a variety of sources, you will learn to appreciate literature from different genres. This course will focus on reading, interpreting and writing about fiction and gothic literature.You will broaden your vocabulary while you sharpen your academic and creative writing skills. Interaction with other students will help you to refine your thinking about the reading and writing as well. You will learn to write under time pressure, and have the opportunity to complete practice assignments that are similar to those you will find on the AP examination.There are no prerequisites; you don’t have to take the AP exam to join the course. If you want to learn about literature and writing, this course is for you.In this part of the course, you’ll learn: Humanities"
"Viruses & How to Beat Them: Cells, Immunity, Vaccines",IsraelX-Tel Aviv University,Beginner,https://www.edx.org/course/viruses-how-to-beat-them-cells-immunity-vaccines,"Learn how our immune system fights viral disease and make better vaccination decisions with a clearer understanding of Cells, Viruses, and Immunity.","Have you ever wondered what viruses actually are?Have you been curious about the ways they invade our bodies, attack our cells and make us sick? Come and learn what viruses are made of and understand the mechanisms of how they hijack and take over our cells.There is no need for a background in science - just bring your curious mind!Our bodies are made of cells, which are amazing molecular machines. So long as everything is in working order, we feel great. But surprisingly, these unbelievably tiny parasites made of Protein and Genes - viruses - can take over and cause serious damage to our bodies.Step by step, this course will teach you how the cells of our bodies work to keep us healthy. We will then explore the vast kingdom of viruses; especially those that have caused epidemics like the flu, AIDS and Ebola. Finally, we will systematically review our immune system, how it identifies ""the enemies,"" and how it takes them out.The lectures have been carefully planned to clearly describe basic Cell Biology, Virology, and Immunology in terms that everyone can understand, without compromising scientific correctness. You'll participate in a detailed exploration of the structures in our cells and how they function. You'll learn how viruses replicate and the way our immune system protects us from disease, as well as how scientists investigate these topics. You'll view laboratory demonstrations that illustrate how cells and viruses are grown and studied. Throughout the course, you will meet leading experts and scientists - some of whom have received the Nobel Prize in recognition of their discoveries and contributions to Chemistry and Medicine.Together we will gain a clearer understanding of how science has been applied to produce effective diagnostic tests, better medicines, and protective vaccines. You'll gain fascinating and comprehensible knowledge that is also practical. It is our goal to arm you with sufficient credible and practical understanding of how vaccines work so that you can make better vaccine-relevant decisions for you and your family.This course was produced at Tel Aviv University by TAU Online - learning innovation center. Medicine"
Designing and Creating Skirts,The Hong Kong Polytechnic University,Beginner,https://www.edx.org/course/designing-and-creating-skirts,"Learn the construction and style adaptations of skirts from a design and creation perspective, completing the course with your own designed, and made to measure finished skirt sample.","Designing and creating skirts will teach learners how to design and make clothing by recording measurements from a person, and creating unique designs and made to measure garments. Learners will understand how to record body measurements used to create skirts, and develop the knowledge and skills to adapt the basic blocks into unique designs, with activities to create different waistbands, pockets, openings, pleats, gathers and different skirt shapes and designs. Learners will develop the skills to create skirt patterns, adapting patterns to individual designs by use of fullness and manipulation techniques, and create specification sheets for commercial patterns and manufacturing. With tutorials in pattern making and sewing techniques learners will develop the skills to hand or machine sew garments to fit their own body shape, to develop the skills and knowledge to manufacture clothing, including fit analysis and adjusting the fit of clothing to fit the body shape and size. Gaining valuable knowledge in the art of made to measure clothing, and how to obtain a perfect fit of a garment. Learners will gain appreciation of the history of design, fashion styles and design elements, to be able to design their own unique range of skirts for a specific body shape and size. This course will prepare learners for a career within the fashion industry, gaining a foundation of knowledge to complete an undergraduate programme, or work within the fashion industry as a designer, pattern cutter, merchandiser or fit technologist. The skills obtained in this course will provide a foundation of core skills used within the fashion industry._How to use body measurements to make made to measure clothing
_How to make patterns for specific garments
_How to assemble garments
_The history of fashionable skirt designs
*How to design fashion garments Design"
Computing in Python II: Control Structures,The Georgia Institute of Technology,Beginner,https://www.edx.org/course/computing-in-python-ii-control-structures,"Learn about control structures, one of the most powerful parts of programming. This course covers conditionals, loops, functions, and error handling, specifically in Python but with broader applicability to other languages as well.","Building on your prior knowledge of variables and operators, this course gets into the meat of programming. Organized into five chapters, this course starts by covering the fundamentals of what control structures are and what they do, then moves on to four common control structures in Python. Conditionals let you modify what your program does based on the values of incoming variables. Loops let you repeat tasks for multiple values or while certain conditions hold true. Functions let you encapsulate complex reasoning into reusable chunks of code. Error handling lets you intelligently recover from anticipated and unanticipated glitches. By the end of this course, you'll be able to write complex programs in Python that perform useful reasoning. For example, you could write a program that calculates your weight on other planets, calculates the standard deviation of a series of numbers, or checks for the validity of an incoming password. Structurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered. Computer Science"
Machine Learning Fundamentals,"The University of California, San Diego",Advanced,https://www.edx.org/course/machine-learning-fundamentals-2,"Understand machine learning's role in data-driven modeling, prediction, and decision-making.","Do you want to build systems that learn from experience? Or exploit data to create simple predictive models of the world?In this course, part of the Data Science MicroMasters program, you will learn a variety of supervised and unsupervised learning algorithms, and the theory behind those algorithms.Using real-world case studies, you will learn how to classify images, identify salient topics in a corpus of documents, partition people according to personality profiles, and automatically capture the semantic structure of words and use it to categorize documents.Armed with the knowledge from this course, you will be able to analyze many different types of data and to build descriptive and predictive models.All programming examples and assignments will be in Python, using Jupyter notebooks. Data Analysis & Statistics"
Pre-University Calculus,Delft University of Technology,Beginner,https://www.edx.org/course/pre-university-calculus-2,Prepare for Beginner Calculus courses.,"Mathematics is the language of Science, Engineering and Technology. Calculus is an elementary mathematical course in any Science and Engineering Bachelor. Pre-university Calculus will prepare you for the Beginner Calculus courses by revising five important mathematical subjects that are assumed to be mastered by beginning Bachelor students: functions, equations, differentiation, integration and analytic geometry. After this course you will be well prepared to start your university calculus course. You will learn to understand the necessary definitions and mathematical concepts needed and you will be trained to apply those and solve mathematical problems. You will feel confident in using basic mathematical techniques for your first calculus course at university-level, building on high-school level mathematics. We aim to teach you the skills, but also to show you how mathematics will be used in different engineering and science disciplines.Education methodThis is a self-paced course consisting of 7 modules (or weeks) and 1 final exam. The modules consist of a collection of 3-5 minute lecture videos, inspirational videos on the use of mathematics in Science, Engineering and Technology, (interactive) exercises and homework.The videos, practice exercises and homework are available free of charge in the audit track. In the ID-verified track, necessary if you pursue a certificate, you can additionally access the final exam.This course has been awarded with the 2016 Open Education Award for Excellence in the category 'Open MOOC' by the Open Education Consortium.Learn more about our High School and AP* Exam Preparation Courses* Advanced Placement and AP are registered trademarks of the College Board, which was not involved in the production of, and does not endorse, these offerings. Math"
Tsinghua Chinese: Start Talking with 1.3 Billion People,Tsinghua University,Beginner,https://www.edx.org/course/tsinghua-chinese-start-talking-with-13-billion-peo,Beginners' Chinese course from China's top university.,"This Beginner Chinese language course will emphasize basic language skills for everyday life in Mandarin speaking countries.The course utilizes pinyin, the standard system of Romanized spelling for transliterating Chinese, so learners will find it easy to understand and study the language.The course is composed of several parts: Dialogues (taught through pinyin), listening comprehension exercises (in real-world situations), Chinese characters (frequently used in daily life), Mandarin songs, and Tea Time (tips for self-study).This course is for anyone interested in learning Mandarin Chinese, especially if you plan to work or study in Mandarin-speaking countries. The course is also a good start toward the HSK Chinese proficiency test. Language"
Deep Learning with Python and PyTorch,IBM,Intermediate,https://www.edx.org/course/deep-learning-with-python-and-pytorch,This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch.,"NOTE: In order to be successful in completing this course, please ensure you are familiar with PyTorch Basics and have practical knowledge to apply it to Machine Learning. If you do not have this pre-requiste knowledge, it is highly recommended you complete the PyTorch Basics for Machine Learning course prior to starting this course.This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch.In the first course, you learned the basics of PyTorch; in this course, you will learn how to build deep neural networks in PyTorch. Also, you will learn how to train these models using state of the art methods. You will first review multiclass classification, learning how to build and train a multiclass linear classifier in PyTorch. This will be followed by an in-depth introduction on how to construct Feed-forward neural networks in PyTorch, learning how to train these models, how to adjust hyperparameters such as activation functions and the number of neurons.You will then learn how to build and train deep neural networks—learning how to apply methods such as dropout, initialization, different types of optimizers and batch normalization. We will then focus on Convolutional Neural Networks, training your model on a GPU and Transfer Learning (pre-trained models). You will finally learn about dimensionality reduction and autoencoders. Including principal component analysis, data whitening, shallow autoencoders, deep autoencoders, transfer learning with autoencoders, and autoencoder applications.Finally, you will test your skills in a final project. Data Analysis & Statistics"
World of Wine: From Grape to Glass,University of Adelaide,Beginner,https://www.edx.org/course/world-of-wine-from-grape-to-glass,"Learn about the principles and practices of how grapes are grown and wine is made. Whether you’re a wine novice or a seasoned oenophile, you’ll learn to confidently describe wine appearance, aroma, flavour and taste.","Think about your favourite wine. Imagine the brilliance of its colour in the glass, the ripe fruit aromas on the nose, a hint of toasty oak and lingering tannins on the back palate. Perhaps you like a specific wine, but can’t pinpoint the reason why. The attributes that make wine so enjoyable are achieved through the expertise of viticulturists and winemakers, whose decision-making in the vineyard and winery is underpinned by science – to be precise, viticulture and oenology.The finer details can take years to learn, but in a matter of weeks this course will give you a broad understanding of the principles and practices used to grow grapes and make wine, and their impact on wine appearance, aroma, flavour and taste. You’ll also gain an appreciation for how cutting-edge research is helping to secure the future sustainability of the global wine industry. Whether you’re a wine novice or a seasoned oenophile,, this course is for anyone who loves wine and wine tasting. You’ll even get to make your own wine-- virtually at least!Confidently describe wine appearance, aroma, flavour and taste. Science"
Sustainable Cities,SDG Academy,Intermediate,https://www.edx.org/course/sustainable-cities-2,"Learn how government, the private sector, and other actors can support sustainable urban development","Did you know that experts estimate an additional three billion people will live in cities by 2050? What will the impact be on the current world population – half of which currently lives in cities and contributes to about three-fourths of global economic output? The opportunities are vast –but so, too, are the potential issues. In Sustainable Cities , you will learn about the major challenges currently faced by urban areas around the world – including poverty, unemployment, poor housing infrastructure, and constraints on productivity – and the extraordinary potential of these areas to enable change in the future. From infrastructure to culture to economic opportunity, learn how harnessing the power of urban development for global progress is imperative. This course examines how urban sustainability can be delivered with increasing productivity and reduced inequality; provision of universal basic services and infrastructure; protection of the urban environments; and other solutions and investments, both speculative and in action around the world. You will emerge from this course understanding how governments, private stakeholders and other actors can improve urban development to heed the call of Sustainable Development Goal 11 – “making cities and human settlements inclusive, safe, resilient and sustainable“ by 2030. This course has been developed through a partnership between the SDG Academy and the Indian Institute for Human Settlements (IIHS) , which is working to transform the current nature of urban education and practice in India. This course is for: Environmental Studies"
Introduction to Developmental Psychology,The University of Queensland,Beginner,https://www.edx.org/course/introduction-to-developmental-psychology,"Learn how we develop over our lifetime, including our ability to think, communicate, and form social attachments.","Have you ever wondered what babies are capable of from the moment they're born?Developmental psychology is the study of an individual's social, emotional, cognitive, and biological development through his or her lifespan. The focus of this course will be from infancy to later life.This psychology course will examine how babies and young children develop the ability to function in our world, including their attachment to their caregivers, and their ability to communicate and think about the world. We will also cover specific changes during adolescence and later life.You should take this course if you are curious to understand what we know about infants' abilities, how we know it, and about the important milestones that we all pass through as we develop. Humanities"
Creativity & Entrepreneurship,Berklee College of Music,Beginner,https://www.edx.org/course/creativity-entrepreneurship,"Learn skills and listen to examples from world-renown entrepreneurs and innovators as they discuss the parallels between the creative and entrepreneurial journeys -- and why entrepreneurship, much like music or creativity, is something we all possess.","Creativity & Entrepreneurship will help you tap into your inner creativity and learn how to leverage it for career development or business innovation.Presented by Berklee Institute for Creative Entrepreneurship founder Panos Panay, this course features interviews with world renown entrepreneurs, innovators, songwriters, producers, creative directors, educators, performers, visual artists and chefs as they discuss parallels between the creative and entrepreneurial journeys.The course approaches entrepreneurship as a creative process, a fundamental human instinct that we all possess and can unlock._ Creativity & Entrepreneurship _applies concepts from the creative and musical creation process, such as observing, prototyping, iterating and embracing failure, as a means of guiding you through the concept of thinking like a startup. You will develop the basic mindset, knowledge, and insights required to pursue an entrepreneurial career, whether as the steward of your own career or as the founder of a new business in any field.Creativity & Entrepreneurship is about the side of entrepreneurship you won’t learn at a business school but, instead, in the music studio.About video original music ""Maria Antoinette"" by Leo Pigot (feat. Brite Lite Brite) Business & Management"
College Algebra and Problem Solving,Arizona State University,Beginner,https://www.edx.org/course/college-algebra-and-problem-solving,Learn the basics of Algebra while preparing for future courses in Calculus through this credit-eligible college level math course.,"This course is part of Global Freshman Academy (GFA), which means you can earn transferable ASU credit toward your college degree.In this college level Algebra course, you will learn to apply algebraic reasoning to solve problems effectively. You’ll develop skills in linear and quadratic functions, general polynomial functions, rational functions, and exponential and logarithmic functions. You will also study systems of linear equations. This course will emphasize problem-solving techniques, specifically by means of discussing concepts in each of these topics.Content in this course will be adaptive, allowing you to achieve mastery in a certain concept before moving on to the next. Utilizing the ALEKS learning system, students in this personalized, self-paced course will be instructed on the topics they are most ready to learn while also providing individualized coaching as you move through each topic.This is a 3-credit hour course at Arizona State University (MAT 117 College Algebra) and satisfies the Mathematical Studies (MA) general studies requirement. The cost to convert to credit is $600. This course may satisfy a general education requirement at other institutions; however, it is strongly encouraged that you consult with your institution of choice to determine how these credits will be applied to their degree requirements prior to transferring the credit. Math"
Financial Development and Financial Inclusion,The International Monetary Fund,Intermediate,https://www.edx.org/course/financial-development-and-financial-inclusion,"Learn how to develop an efficient, inclusive and stable financial sector that is essential for a thriving economy.",This course was developed by the IMF in collaboration with the European Investment Bank. Higher rates of financial inclusion and financial market development mean more prosperous societies. But how to make it all happen? This course outlines common ways countries develop robust financial sectors – from banks to equity markets. We’ll teach you how to read indicators that gauge financial development and financial inclusion – and how to measure its distinct macroeconomic impact. And you’ll understand the relationship between financial inclusion and banks and capital markets… small and medium-sized enterprises… households… and the fast-changing world of fintech. Plus we’ll explore what policies and strategies are best to encourage financial development --while also limiting risks. Join us to learn how financial sectors can be more expansive and more inclusive. The IMF’s online learning program receives financial support from the Government of Japan. Economics & Finance
Global Public Health,SDG Academy,Intermediate,https://www.edx.org/course/global-public-health,"Understanding the value of health not just as a benefit or right of individuals, but as a global public need.","What are the effects of a healthy individual on the world around them? 
Beyond the hereditary connections between parents and children or the implications of communicable diseases, public health has intrinsic value as a basic human right. Furthermore, health and the three pillars of sustainable development i.e. economic, social and environmental well-being, are intrinsically connected. Global Public Health, is a course taught by experts from the Public Health Foundation of India. It explores the institutions, infrastructure, and the interplay of actors that constitute health not only in local communities but also on a global scale. In this course, you’ll discover how health is influenced by the environment, food systems, energy security, transport, trade, and human migration. You’ll also learn health’s positive influence on other sectors, with investments in health shown to have a positive impact on economic development. Finally, this course will illuminate how health impacts and is essential to achieving poverty reduction, gender empowerment, universal education, conflict resolution, and other Sustainable Development Goals. This course is for: Health & Safety"
Introduction to Animal Behaviour,Wageningen University & Research,Beginner,https://www.edx.org/course/introduction-to-animal-behaviour,"Explore the amazing range and complexity of wild animal behaviour. Discover how animals learn, communicate, find food, avoid predators, and interact socially.","Do you want to understand how and why animals behave the way they do, and how we test hypotheses about behaviour scientifically? This biology and life sciences course provides an introduction to the complexities of wild animal behaviour, and how it is studied.Over six weeks, learners will explore the various behaviours animals adopt in order to meet the challenges of their daily lives. We begin with how animals learn and communicate with each other, then move on to discuss how they find food, avoid predators, choose their mates, and rear their offspring.This course is aimed at anyone looking to broaden their understanding of animal behaviour beyond nature documentaries or a typical high school education. No previous knowledge is required, only curiosity and enthusiasm for the subject. This course is taught by three top-researchers of Wageningen University & Research, a top-ranked university. Prof. Marc Naguib is professor and chair of the behavioural ecology group and shares his fascination for birds behaviour as they are incredibly mobile and have an amazing repertoire of behaviour. Dr. James Savage is currently a postdoctoral fellow at University College Cork, where he is studying the social behavior of birds across different habitats in a fragmented landscape. Dr. Lysanne Snijders shares her passion for social dynamics of animal populations. Biology & Life Sciences"
Circular Economy: An Introduction,Delft University of Technology,Beginner,https://www.edx.org/course/circular-economy-an-introduction,Learn how to contribute to a sustainable economic system by implementing novel business and design approaches,"Our global society is not sustainable. We all know about the challenges we’re facing: waste, climate change, resource scarcity, loss of biodiversity. At the same time, we want to sustain our economies and offer opportunities for a growing world population. This course is about providing solutions we really believe in: a Circular Economy.In this course we explore the Circular Economy: how businesses can create value by reusing and recycling products, how designers can come up with amazingly clever solutions, and how you can contribute to make the Circular Economy happen.You will learn to re-think the economic system you’re experiencing every day, and act upon it. Be a leader in this major paradigm shift! Shape a more circular future together with our global network.The course is led by TU Delft and co-created with the Ellen MacArthur Foundation and the Leiden-Delft-Erasmus Centre for Sustainability.Episode 1: What is the circular economy?How can the circular economy provide solutions to the challengesour current, linear economy brings? We explore the roots of the circular economy together with experts in the fields ofindustrial ecology,cradle to cradleandbiomimicry.Episode 2: Business value in a circular economyThroughclosed loop supply chainsandreversed logistics,new opportunities for business are created. This episode explores value creation andnew business modelsin a circular economy.Episode 3: Longer lasting productsThe smaller the loop, the greater the profitability of the system. We look at product life extension through the eyes ofdesignersandentrepreneurs. Join us in our repair café!Episode 4: RemanufacturingRemanufacturingenables companies to recapture value on a product or component level. It is currently being rediscovered as a promising business opportunity. We’ll explore the topic together withresearchersandentrepreneurs.Episode 5: Waste equals FoodThis episode discusses how we can takeinspiration from nature, when redesigning the way we deal with waste. We’ll present a fascinating circularcase study. Can you identify opportunities for change in your own area’s?Episode 6: Thinking in systemsThe shift from linear to circular should not be underestimated. This episode will discuss the extent and duration of the transition. It will also ask, is the circular economy reallysustainable?Episode 7: Giving backWe end the course with awebinar. Your teachers will be available in a live session to discuss some of the thorniest issues and to answer your questions. This is also the week of the final exam. Business & Management"
Public Financial Management,The International Monetary Fund,Intermediate,https://www.edx.org/course/public-financial-management,What is the government budget cycle? How should governments prepare policy-oriented budgets? How to hold governments accountable? Learn from an IMF team who advises on budget management and hear testimonies from ministers of finance and civil society.,"This IMFx course is designed to strengthen participants' abilities to assess why Public Financial Management (PFM) is important; and how it supports macroeconomic stability, economic growth, and the achievement of the Sustainable Development Goals. Presented by staff of the International Monetary Fund whoprovide advice to countries on their PFM institutions and reform plans, the course provides a practitioner's view to PFM starting with what PFM is, and why it is important. Over five parts, the course modules cover all stages of the budget cycle, and discuss key concepts from budget preparation, to government accountability in budget execution, and reform implementation. You will explore these topics through video lectures, relevant readings, and testimonies from senior policy-makers and civil society. During the lectures, presenters will use examples from countries at different stages of economic development. Throughout the course, you will have the opportunity to engage with fellow participants from around the world, and with course staff through the discussion forum. Assessments in each course module will test your understanding of key concepts, allowing you to track the progress of your understanding. A case study at the end of the course brings together the different aspects of how governments should manage their money, and deliver public services. This course is offered by the IMF, with financial support from the United States Agency for International Development (USAID). The IMF’s online learning program receives financial support from the Government of Japan. Economics & Finance"
Anatomy: Human Neuroanatomy,The University of Michigan,Beginner,https://www.edx.org/course/anatomy-human-neuroanatomy,Learn about the different parts of the central nervous system and how they work together with the entire body.,"In this anatomy course, part of the Anatomy XSeries, you will be introduced to the central and peripheral nervous systems. You will learn about basic neuroanatomy, sensory pathways, motor pathways and the autonomic nervous system.The course includes illustrated lecture videos and quizzes to help you expand and test your knowledge of the nervous system.By the end of this course, you will have a better understanding of how the entire body influences, and is influenced, by the nervous system. Biology & Life Sciences"
The Ancient Greek Hero,Harvard University,Beginner,https://www.edx.org/course/the-ancient-greek-hero-2,"Discover the literature and heroes of ancient Greece through the Homeric Iliad and Odyssey , the tragedies of Sophocles, the dialogues of Plato, and more.","Explore what it means to be human today by studying what it meant to be a hero in ancient Greek times. In this introduction to ancient Greek culture and literature, learners will experience, in English translation, some of the most beautiful works of ancient Greek literature and song-making spanning over a thousand years from the 8th century BCE through the 3rd century CE: the Homeric Iliad and Odyssey ; tragedies of Aeschylus, Sophocles, and Euripides; songs of Sappho and Pindar; dialogues of Plato, and On Heroes by Philostratus. All of the resources are free and designed to be equally accessible and transformative for a wide audience. You will gain access to a supportive learning community led by Professor Gregory Nagy and his Board of Readers, who model techniques for ""reading out"" of ancient texts. This approach allows readers with little or even no experience in the subject matter to begin seeing this literature as an exquisite, perfected system of communication. No previous knowledge of Greek history, literature, or language is required. This is a project for students of any age, culture, and geographic location, and its profoundly humanistic message can be easily received without previous acquaintance with Western Classical literature. Humanities"
Agile Leadership Principles and Practices,"The University of Maryland, College Park-University System of Maryland",Advanced,https://www.edx.org/course/agile-leadership-principles-2,"Accelerate and improve team decisions by learning Agile’s facilitating leadership principles to unleash team productivity, motivation, and problem solving.","Version 2 of this course series delivers beyond the original agile certification. It includes updated content, better audit and verified learner experiences, and bonus videos on key topics.The follow-on to this course series on “Advanced Scrum” is expected by the end of Summer 2020. Agile can often challenge project managers in the realm of leadership. Old styles of command-control are now a thing of the past, except for the most conservative organizations. While good leaders employ a variety of leadership skills and leadership styles to motivate team members, even this is not enough. Simply setting a common goal and maintaining positive attitudes while raising your emotional intelligence will make you a better leader; but will it truly unlock your team's potential? ****Instead of leadership traits, Agile leadership emphasizes facilitation and communication skills. This is teachable and much more powerful. This unique and effective leadership style challenges traditional beliefs in what leadership means. ****Great leaders understand that the leader can no longer stand in the way of their team. Modern society, mindsets, and global competition demand new leadership roles, and leadership qualities all together that empower and motivate the team to new levels of productivity. Business leaders that miss this critical shift in leadership styles concede a powerful competitive advantage to the Agile leader. ****In this course, you will learn how this new style of leadership redefines and redistributes team roles by: ****While this course will not make you an agile certified practitioner (PMI-ACP), or certified scrum master (CSM), it offers a more fundamental agile certification based on agile principles and how agile leadership is applied in industry today. You'll finish this course more than ready to continue your agile journey, which we hope takes you to the next course in the series on Agile Process, Project, and Program Controls. ****Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). Engineering"
How to Code: Simple Data,University of British Columbia,Beginner,https://www.edx.org/course/how-to-code-simple-data,This course is part of a MicroMasters® Program,"This programming course takes a unique approach, as it focuses on learning a systematic programming method rather than a programming language. This practical approach will help you channel your creativity so that you can program well in any language.  This course, part of the Software Development MicroMasters Program, presents a core design method with a focus on numbers, strings, images and lists.You will learn techniques to:This course concludes with the design of a simple interactive game.Learners who enroll in the Verified track will receive staff grading for the course project and increased interaction with the instructor and staff.Learner Testimonial ""I have taken and completed tens of MOOCs on programming and computer science, I have even been and I am currently a TA in some of these courses. Among them are a few that deserve without hesitation the highest rate. But if I had to choose only one at the top of them it would be these two courses on systematic program design."" - edX Learner Computer Science"
Cybersecurity and Privacy in the IoT,Curtin University,Beginner,https://www.edx.org/course/cybersecurity-and-privacy-in-the-iot,Learn about the security and privacy implications of the IoT and how to design a secure system.,"As the Internet of Things (IoT) continues to grow so will the number of privacy and security concerns and issues. As a professional working in the field, it is essential to understand the potential security risks and how to best mitigate them.In this course, you will learn about security and privacy issues in IoT environments. We’ll explore the organizational risks posed by IoT networks, and the principles of IoT device vulnerabilities. We’ll also look at software and hardware IoT Applications for industry.With billions of devices tracking our every move, privacy is a critical issue. We will explore and discuss the social and commercial implications the IoT brings to society. Computer Science"
Strategic Management,Indian Institute of Management Bangalore,Beginner,https://www.edx.org/course/strategic-management,This course is part of a MicroMasters® Program,"In this business and management course, you will develop a strong understanding of how firms compete by learning about important analytical approaches that underlie business strategy.This course will show you how a business views itself in its ""totality"" and in the context of its environment. The course will be taught from the perspective of a manager or chief executive officer (CEO).This course aims to equip you with a good understanding of: Business & Management"
"Biochemistry: Biomolecules, Methods, and Mechanisms",Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/biochemistry-biomolecules-methods-and-mechanisms,Enhance your scientific thinking and data analysis skills with this in-depth adventure through biochemistry.,"Do you want to prepare for medical school, study a STEM field, become a research scientist, or transition to a career in the booming biotechnology industry? Or maybe you just want to understand the chemical reactions that govern life itself. Join Professor Yaffe, an MIT professor and practicing surgeon, as he guides you through the science that inspires countless doctors, researchers, and students alike.We developed 7.05x Biochemistry with an emphasis on: We offer a thorough and robust means of certifying edX learners in their mastery of the MITx biochemistry content, through the MITx 7.05x Biochemistry Competency Exam. This challenging option is available only to those who register for the verified-certificate track, and successful completion of this exam is the majority of the assessment grade that counts toward a certificate. The Competency Exam will be open from December 8, 2020 to December 15, 2020. Biology & Life Sciences"
Nutrition and Cancer,Wageningen University & Research,Intermediate,https://www.edx.org/course/nutrition-and-cancer,"Discover the latest insights on the role of diet, nutrition and lifestyle in the prevention, occurrence and progression of cancer.","Is cancer partly preventable through a healthy diet? Cancer has overtaken cardiovascular disease (CVD) as the leading cause of death in many parts of the world. It causes one in eight deaths worldwide. Global trends show that the majority of all cancer deaths occur in the low- and middle-income countries. Yet, cancer can be partly prevented and many of these deaths can be avoided. Can cancer risk be reduced through a healthy diet or lifestyle? Many studies have been conducted on the role of nutrition and physical activity in cancer prevention. This has resulted in recommendations for cancer prevention. Far less research is conducted on nutrition and cancer progression, but the evidence is increasing that a healthy diet may also play a beneficial role for cancer survivors. Join this course and learn more about the role of nutrition in the occurrence and progression of cancer. You will learn how nutrition is involved in cancer occurrence, cancer treatment, and progression. And you will discover what the evidence-base is for dietary guidelines. This course focuses on a wide range of dietary exposures (including vegetables, meat, dietary supplements, alcohol) and lifestyle factors (including body composition and physical activity) in relation to the occurrence and progression of the most common types of cancer, such as large bowel cancer , breast cancer, prostate cancer, and lung cancer. This course is especially valuable for professionals (in training) from various fields related to nutrition or cancer (e.g. nutritionists, epidemiologists, health policy makers, physicians, caregivers, nutrition educators, biologists, food scientists). Dieticians and physicians often get questions from cancer patients about what they can do themselves to help their recovery process. This course is part of the Professional Certificate Program Nutrition and Disease. You will gain a solid scientific basis to better weigh and interpret all the information available on nutrition and cancer. This course, is part of theNutrition and Disease Professional Certificate Program of Wageningen University & Research. Did you already complete Nutrition, Heart Disease and Diabetes? That is the other course inthisProfessional Certificate Program. Food & Nutrition"
Build your very first iOS app,Curtin University,Beginner,https://www.edx.org/course/build-your-very-first-ios-app,Learn how to get started with app development and create your very first iOS app.,"In this course you will learn the tools, techniques and concepts needed to build a basic iOS app, from scratch. You will be introduced to the Swift programming language and learn how to utilise the Apple developer tools to build an app.After completing this course, you will be able to:  Computer Science"
Object-Oriented Programming,IITBombay,Beginner,https://www.edx.org/course/object-oriented-programming,Learn the principles of programming for building large and extensible systems.,"Go beyond the basics of programming to understand object-oriented methodology, the approach to modular and reusable software systems.Topics Include:This course is part of the Fundamentals of Computer Science XSeries Program: Computer Science"
Introduction to Jenkins,The Linux Foundation,Beginner,https://www.edx.org/course/introduction-to-jenkins,Learn the fundamentals required to implement Continuous Integration (CI) and Continuous Delivery (CD) workflows using the Jenkins automation server.,"Are you or your team starting to use Jenkins as a CI/CD tool? Are you looking to automate your software delivery process? Do you need guidelines on how to set up your CI/CD workflow using Jenkins automation server? If so, this is the course for you.In this course, we will discuss the fundamentals of CI/CD, and we will talk about how they help transform the overall software delivery process. It is most useful for roles such as DevOps engineers, software developers and architects, and professionals focused on site reliability and quality assurance, though anyone involved in the software delivery process will benefit.This course offers an introduction to the Jenkins automation server, and also includes instructions on how to set up/use Jenkins for your CI/CD workflow.Upon completion, you will have a solid understanding of the role that Jenkins plays in the software development lifecycle, how to install a Jenkins server, how to build software for it, how to manage third party integrations/plugins and how to scale and secure Jenkins. Finally, you will get a glimpse of what you can do to further enhance your CI/CD skills. Computer Science"
Conducting an Informational Interview,University of Washington,Beginner,https://www.edx.org/course/conducting-an-informational-interview,"This is the capstone networking course. Put all the skills that you have learned into practice. You’ll introduce yourself, write effective email, highlight your best qualities, and conduct an informational interview with a person of your choice.","In this final course of the English for Business Networking Professional Certificate program, you’ll put your knowledge into practice by preparing for and conducting an informational interview. First off, you’ll clarify your goals and set up a practice informational interview. You’ll practice talking on the phone to make arrangements to meet. Then, you’ll set up a second informational interview. You’ll learn how to research a person and write questions to learn more about them or their career. You’ll also learn the parts of an interview. Finally, you’ll learn the key steps for following up with a person after your interview. You’llsuccessfully complete a whole cycle of networking activities. Language"
Creative Coding,New York University,Beginner,https://www.edx.org/course/creative-coding,"Learn object-oriented programming for graphic design, digital media, and creative applications","In Creative Coding, students learn to design and create media using object-oriented programming as a medium for design, art, and games. With a strong focus on creating interactive experiences for the web, the course moves past the sequential problem solving found in typical beginner programming and coding courses, so that designers and creatives can apply programming concepts to work in a variety of media, such as 2D graphics, animation, image and video processing. By the end of this course, students will be able to read and write javascript for creative and design applications. Whether you are a graphic designer, UX/UI designer, web designer, or accessibility designer, this course will arm you with fundamental coding skills using javascript and other languages as a method of expression. Design"
Computer Graphics,"The University of California, San Diego",Intermediate,https://www.edx.org/course/computer-graphics-2,This course is part of a Professional Certificate,"Today, computer graphics is a central part of our lives, in movies, games, computer-aided design, virtual simulators, visualization and even imaging products and cameras. This course teaches the basics of computer graphics that apply to all of these domains.  Students will learn to create computer-generated images of 3D scenes, including flybys of objects, make a real-time scene viewer, and create very realistic images with raytracing. We will start with a simple example of viewing a teapot from anywhere in space, understanding the basic mathematics of virtual camera placement. Next, you will learn how to use real-time graphics programming languages like OpenGL and GLSL to create your own scene viewer, enabling you to fly around and manipulate 3D scenes. Finally, we will teach you to create highly realistic images with reflections and shadows using raytracing.CSE167x teaches the foundations of computer graphics. This course runs for 6 weeks and consists of four segments. Each segment includes an individual programming assignment:This term, students who earn a total score of 50% or greater will have passed the course and may obtain a certificate from UC San DiegoX.FAQWhat is the format of the class?The class will consist of lecture videos, brief exercises, and homework assignments. Each of the four segments of the course will have 2-3 lectures. Each lecture includes 3-5 lecture videos, which last between 10 and 20 minutes. There will be a brief exercise after each lecture video to help you test your understanding of the material. Your score will be determined entirely by programming assignments for which you will receive immediate autograder feedback. You may submit your assignment to the autograder multiple times; only your last submission will count.Programming projects are to be implemented individually without copying code from other students, largely identical online resources, or previous instances of the class. However, short of posting or sharing actual explicit code, you are encouraged to collaborate and discuss problems in the discussion forums.Will the text of the lectures be available?Yes. All of our lectures will have transcripts synced to the videos.Do I need to watch the lectures live?No. You can watch the lectures at your leisure. You can ""work ahead"" if you want to move faster than the due dates. Conversely, you can progress at a slower pace. Please note that certificates will only be awarded to students who obtain the requisite score by turning in assignments by the established deadlines.How much does it cost to take the course?Nothing: the course is free. If you expect to be doing a lot of graphics programming in the future, we would recommend the OpenGL and GLSL programming guides, but it is by no means required to purchase them. There are many free online resources for these topics, and we will be posting links to them.What computer system do I need for the course?The course material involves C++/OpenGL/GLSL programming that is portable. We provide skeleton code for all major platforms (Windows, Mac OS, Linux). This is a modern course involving programmable shaders, but any machine built in the last few years should be adequate. We provide many compilation hints and tips, and Homework 0 is to ensure you can compile and work with the autograder. You do need some kind of C++ development environment; we provide several resources to get you started for Homework 0. In the highly unlikely event you cannot get your machine to work, you will hopefully have adequate time to find another system.Will I learn Maya/DirectX/3D Studio Max etc.?This is a course on the foundations of computer graphics and covers concepts, not the intricacies of a particular software package. That said, you will be able to write complex interactive and offline 3D graphics programs at the end of the course in C++, OpenGL and GLSL.Can I contact the Instructor or Teaching Assistants?Yes, but not directly. The discussion forums are the appropriate venue for questions about the course. The instructors will monitor the discussion forums and try to respond to the most important questions; in many cases response from other students and peers will be adequate and faster.I have a disability (visual/hearing etc.) Can I take the course?In most cases, yes. We provide transcripts for all lectures. Many leading computer graphics researchers have had visual impairments like color-blindness. However, this being a computer graphics course that relies on visual image comparisons, we probably cannot provide adequate support for those who are legally blind.I have a busy schedule this fall. Can I still take the course?The course does require about 12 hours per week of work, and the assignments (where you are given two weeks) require the time. Certificates of achievement require a passing score. Of course, you are welcome to just go through the lectures or attempt some of the assignments if you are not interested in a certificate; we hope to provide something for everyone.  Computer Science"
Data Science: Computational Thinking with Python,"University of California, Berkeley",Beginner,https://www.edx.org/course/foundations-of-data-science-computational-thinking,"Learn the basics of computational thinking, an essential skill in today’s data-driven world, using the popular programming language, Python.","We live in an era of unprecedented access to data. Understanding how to organize and leverage the vast amounts of information at our disposal are critical skills that allow us to infer upon the world and make informed decisions. This course will introduce you to such skills. To work with large amounts of data, you will need to harness the power of computation through programming. This course teaches you basic programming skills for manipulating data. You will learn how to use Python to organize and manipulate data in tables, and to visualize data effectively. No prior experience with programming or Python is needed, nor is any statistics background necessary.The examples given in the course involve real world data from diverse settings. Not all data is numerical – you will work with different types of data from a variety of domains. Though the term “data science” is relatively new, the fundamental ideas of data science are not. The course includes powerful examples that span the centuries from the Victorian era to the present day. This course emphasizes learning through doing: you will work on large real-world data sets through interactive assignments to apply the skills you learn. Throughout, the underlying thread is that data science is a way of thinking, not just an assortment of methods. You will also hone your interpretation and communication skills, which are essential skills for data scientists. Computer Science"
Deep Learning with Tensorflow,IBM,Intermediate,https://www.edx.org/course/deep-learning-with-tensorflow,"Much of theworld's data is unstructured. Think images, sound, and textual data. Learn how to apply Deep Learning with TensorFlow to this type of data to solve real-world problems.","Traditional neural networks rely on shallow nets, composed of one input, one hidden layer and one output layer. Deep-learning networks are distinguished from these ordinary neural networks having more hidden layers, or so-called more depth. These kind of nets are capable of discovering hidden structures withinunlabeled and unstructured data (i.e. images, sound, and text), which consitutes the vast majority of data in the world. TensorFlow is one of the best libraries to implement deep learning. TensorFlow is a software library for numerical computation of mathematical expressional, using data flow graphs. Nodes in the graph represent mathematical operations, while the edges represent the multidimensional data arrays (tensors) that flow between them. It was created by Google and tailored for Machine Learning. In fact, it is being widely used to develop solutions with Deep Learning. In this TensorFlow course, you will learn the basic concepts of TensorFlow, the main functions, operations and the execution pipeline. Starting with a simple “Hello Word” example, throughout the course you will be able to see how TensorFlow can be used in curve fitting, regression, classification and minimization of error functions. This concept is then explored in the Deep Learning world. You will learn how to apply TensorFlow for backpropagation to tune the weights and biases while the Neural Networks are being trained. Finally, the course covers different types of Deep Architectures, such as Convolutional Networks, Recurrent Networks and Autoencoders. Data Analysis & Statistics"
Essential Human Biology: Cells and Tissues,University of Adelaide,Beginner,https://www.edx.org/course/essential-human-biology-cells-and-tissues,An introduction to the human body's most fundamental building blocks and their behaviours in health and disease.,"Are you preparing for a health-related career, or planning to study in the health sciences? Perhaps you're just keen to learn more about the wonders of the human body? Our bodies are amazing but complex biological machines. This course will provide you with an outstanding foundation of knowledge in human anatomy and physiology. You will gain a broad understanding of the relationships between normal structure and function in human cells and tissues, both in health and disease. The properties of the four main types of tissue in the body - epithelial, connective, muscular and nervous - will also be clearly explained. The course employs a variety of engaging learning methods, including short videos, animations, interactive activities and integrated quizzes to guide you through key concepts, and make learning relevant. Medicine"
"Writing, Presenting and Submitting Scientific Papers in English | 英文科技论文写作与学术报告",Tsinghua University,Intermediate,https://www.edx.org/course/writing-presenting-and-submitting-scientific-paper,"Learn how to properly write a scientific paper, based on international standards, and effectively make a presentation to submit proposals for funding. 表达与交流是拔尖创新科技人才最重要的综合能力。培养英文科技论文写作与学术报告的能力，帮助你打开世界科坛大门，与国际同行平等交流。","In this communications course, you will learn how to properly write a paper in English, cite references and give attributions. You will also learn how to choose research topics and write proposals for research funding.It is increasingly important that new scholars and students become familiar with, and abide by the international standard when writing papers, submitting them for publication, dealing with editors, and applying for funding. Above all, knowing how to conduct a clear English presentation is an essential requirement for research papers being accepted.In this course, along with learning best practices for writing a paper, you will also learn about “conventions and protocols” of international academia and the cultural differences between East and West.发表高质量的学术论文和参与国际学术交流已经成为科学研究必不可少的环节及衡量学术成就的重要指标。清晰的英文表达是国际期刊和会议论文被录用的基本要求。论文投稿和修改，与编辑打交道，熟悉并遵守国际学术规则和惯例十分重要。 本课程旨在指导学生如何撰写国际期刊和会议论文，介绍国际学术界的惯例和规则，讨论相关的东西方文化差异，并指导如何正确引用参考文献，尊重他人研究成果，如何参加学术活动如参加学术会议、如何当评审人及如何担任国际期刊编委、国际会议程序委员会委员等学术工作。
本课程简短探讨如何选择研究课题和如何申请科研项目。 Communication"
Computing in Python III: Data Structures,The Georgia Institute of Technology,Beginner,https://www.edx.org/course/computing-in-python-iii-data-structures,"Learn more complex ways of handling data, including files, lists, and dictionaries for building complex programs.","Build on your existing knowledge of conditionals, loops, and functions by studying more about complex Python data structures, including strings, lists, dictionaries, and file input and output. Organized into five chapters, this course starts by covering the basics of data structures, then moves on to these four common data structures in Python: By the end of this course, you'll be able to write even more complex programs in Python that process and persist complex data structures. For example, you'll be able to write an ongoing gradebook application that tracks and updates your average over time, a program to calculate the net force based on several force magnitudes and directions, or a program that can turn a string like this into a StRiNg LiKe tHiS. Structurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered. Computer Science"
Introduction to Internet of Things (IoT),Rolls-Royce,Beginner,https://www.edx.org/course/introduction-to-the-internet-of-things-3,Introduction to IoT is an interactive introduction to build fundamental knowledge on the concepts and applications of the Internet of Things.,"In under an hour you will learn what IoT is and how it works, what it could mean for your everyday role and examples of how we are using IoT in Rolls-Royce to deliver operational efficiencies and improve the services that we offer to our customers.By the end of this session you will be able to: Data Analysis & Statistics"
Nutrition and Health: Food Risks,Wageningen University & Research,Beginner,https://www.edx.org/course/nutrition-and-health-food-risks,"Learn about bacteria, pesticides and health hazards present in food.","Everyday reports of food scandals and recalls are published. One day it's scary bacteria in meat, and another day it's dangerous pesticides in fruits. According to some, meat needs to be cooked well to prevent food-borne illness while others warn not to heat food to prevent the formation of poisonous substances.Many consumers worry about the conflicting and confusing messages about food hazardsThis nutrition and health course will teach you about the hazards associated with food and give you the tools to assess and quantify the dangers they can present. You will learn the effects of food processing, the shared responsibility in the food chain and the prevention of food poisoning/intoxication. After this course, you will be able to differentiate what is a food myth vs. an actual risk. Finally, you will gain a contemporary view of how different risks can be weighed in a scientific way. Biology & Life Sciences"
Mechanics: Kinematics and Dynamics,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/mechanics-kinematics-and-dynamics,Learn about kinematics and dynamics in this calculus-based physics course.,"Mechanics is the study of the physics of motion and how it relates to applied forces. It lays the foundation of understanding the world around us through the how and why of motion.This physics course is the first in a series of four modules that covers calculus-based mechanics. This module reviews kinematics (the geometrical description of motion) in the context of one-dimensional, multi-dimensional, and circular motion. It also reviews Newton's laws of motion and examines their application to a wide variety of cases.The modules are based on material in MIT's Physics I, which is required for all MIT undergraduates, and is being offered as an XSeries on edX. Please visit theBeginner Mechanics XSeries Program Page to learn more and to enroll in all four modules.The course image is a picture of an MIT building with the name Newton prominently displayed. Physics"
Introduction to Data Analytics for Managers,The University of Michigan,Beginner,https://www.edx.org/course/introduction-to-data-analytics-for-managers,"Explore data science and analyze business data with Microsoft Azure through the use of SQL, machine learning, and other statistical techniques focused on business applications.","Through a combination of lectures, business case studies, and hands-on learning this course provides an introduction to data analytics techniques and their application in business.The case studies explored will illustrate how companies are leveraging different sources of data, including “big data,” with different analytical techniques, to improve performance. You will receive hands-on learning through a free web-based graphical development environment that will allow you to practice using some of these tools themselves. You will also gain an understanding of the many possibilities for applying data science in business, and will be able to consider additional learning opportunities to gain further depth.This course is an excellent resource for managers who see the opportunity to use data analytics in business but do not have the skills and background to engage with data analytics themselves. Business & Management"
Qualitative Research Methods: Conversational Interviewing,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/qualitative-research-methods-conversational-interv,"A short course that will teach you how to prepare for and conduct conversational interviews, that will produce rich qualitative data.","This short course is adapted from a semester length graduate level coursetaught at MIT covering Qualitative Research Methods. This online course will focus specifically on teaching how to prepare for and conduct a conversational interview for data gathering purposes. We will also discuss the nature of qualitative research as a methodology, how it compares and differs from other forms of research, and how qualitative and quantitative research complement each other in a research project. This isthe first in a multi-part series which will be released over the coming year, which will focus on Conversational Interviewing, Data Analysis, and Constructing Theory.You might have encountered other forms of interview techniques in your studies and training. The form that we are teaching is the preferred method of Professor Silbey's, one that she has used extensively throughout her career. The goal is to construct an interview protocol such that you will be able to guide your interviewee through topics of interest to your study without bringing them up explicitly, in order to explore experiences and accounts without pointing respondents in particular directions. Not sure what an interview protocol is? No problem! You will by the end of the course. Humanities"
International Project Management,Rochester Institute of Technology,Advanced,https://www.edx.org/course/international-project-management,Learn what makes global projects uniquely challenging and how to successfully manage projects based in different industries and countries.,"Managing global projects presents unique challenges. This course addresses the knowledge, skills and behaviors required to successfully manage projects that span organizations, national boundaries and cultural differences.In this course we will explore the impact on project management of culture, language variations, religious, regulatory and legal practices, technology penetration, temporal orientation, gender issues, corruption, ethics, personal liberty and political contexts. We learn how to meet global projects challenges through efficient use of practices and technology. The course will utilize available case studies and examples from companies to help students sharpen the skills needed to recognize and foster a successful international project environment.First, you will learn how culture affects how teams perceive each other, lead, solve problems and execute tasks. Although the world is increasingly connected, the people behind the projects have biases, expectations and a perception of life that impacts all decisions.Second, you will learn how to effectively manage global teams including how to build trust and collaboration across various cultures, time zones and technological settings. You will learn how to design communication channels and project structures effectively in a global project environment.Third, you will become familiar with the issues underlying the problem of corruption, which is the abuse of trusted power for private gain. Reducing the risk of corruption strengthens a company's reputation, builds the respect of employees and raises credibility with key stakeholders.Finally, you will learn how the adoption of collaboration tools can enhance the global project experience.This course is part of the RIT Project Management MicroMasters Program that is designed to teach how to successfully deliver projects in an international environment. In order to qualify for the MicroMasters Credential, you will need to earn a verified certificate in each of the three courses as well as pass a capstone exam. Business & Management"
Software Development Fundamentals,University of Pennsylvania,Intermediate,https://www.edx.org/course/software-development-fundamentals,"Learn the fundamentals of object-oriented programming in Java, as well as best practices of modern software development.","Software developers are in high demand in the current job market, and computer programming is a prerequisite skill for success in this field.Start your journey toward becoming a professional software developer by learning Java, one of the industry’s most commonly used programming languages.This course, part of the CS Essentials for Software Development Professional Certificate program, will quickly cover Java syntax and keywords and then explore features of object-oriented programming including encapsulation, inheritance, and polymorphism. You will learn how to apply these concepts to programmatic problem solving by investigating class modeling techniques and relationships such as aggregation, realization, and generalization.In addition to programming, you will learn about software testing techniques that help us find problems in our code, and you will use modern development environments and tools for tasks like debugging and unit testing. We will introduce Eclipse, the eclipse debugger and Junit (a unit testing framework).After completing this course, you will be able to design, develop, and test large applications in Java and understand and apply core principles of professional software development. Computer Science"
"First Nights - Stravinsky’s Rite of Spring: Modernism, Ballet, and Riots",Harvard University,Beginner,https://www.edx.org/course/stravinskys-rite-of-spring-modernism-ballet-and-ri,"Learn the fascinating history of Igor Stravinsky’s The Rite of Spring , one of the most challenging and rewarding ballets ever written.","Igor Stravinsky’s The Rite of Spring premiered in Paris in 1913, sparking a riot and screaming so loud that the dancers could not hear the orchestra, and the choreographer had to shout numbers from backstage to keep the dancers on beat.The Rite of Spring continues to challenge listeners. According to Stravinsky, The Rite of Spring was intended to portray “the surge of spring, the magnificent upsurge of nature reborn.” As you will see, Stravinsky’s description is almost frighteningly apt!Harvard’s Thomas Forrest Kelly (Morton B. Knafel Professor of Music) guides learners through The Rite of Spring , highlighting not only the contributions of Stravinsky, the composer, but also those of his collaborators. Professor Kelly takes learners through the ballet’s development, rehearsals, and finally, premiere performance, and he explores just how and why The Rite of Spring challenged (and to a certain extent, continues to challenge) its listeners.You will learn about the ballet’s innovative choreography, the basics of 20th-century orchestral form and technique, and the circumstances of this ballet’s first performance and subsequent history. Learners in this course need not have any prior musical experience. Humanities"
Critical Thinking & Problem Solving,Rochester Institute of Technology,Beginner,https://www.edx.org/course/critical-thinking-problem-solving-3,"The most successful professionals are able to assess the environment, analyze a situation, design a solution, and ultimately win in a competitive scenario.","In today's business environment, organizations have identified critical thinking and problem-solving as skills that are integral to an employee's--and their organization's--success.The most successful professionals can assess the environment, analyze a situation, design a solution, and ultimately win in a competitive scenario.This course, part of the Leadership Essentials Professional Certificate program, will demystify, discuss, and provide application techniques for critical thinking and problem-solving in a business context. Learners will draw connections to their work experience by analyzing and critiquing case studies. Best practices for problem-solving will be discussed and illustrated including how to weigh alternative solutions, incorporate feedback from stakeholders, and how and when to start over. Communication"
Data Analysis Essentials,Imperial College Business School-Imperial College London,Beginner,https://www.edx.org/course/data-analysis-essentials,"Discover and acquire the quantitative data analysis skills that you will typically need to succeed on an MBA program. This course will cover the fundamentals of collecting, presenting, describing and making inferences from sets of data.","Want to study for an MBA but unsure of the basic data analysis still required? This online course prepares you for studying in an MBA program and in business generally.Data analysis appears throughout any rigorous MBA program and in today’s business environment understanding the fundamentals of collecting, presenting, describing and making inferences from data sets is essential for success.The goal of this course is to teach you fundamental data analysis skills so you are prepared for your MBA study and able to focus your efforts on core MBA curriculum, rather than continually playing catch-up with the underlying statistical knowledge needed.We also hope that learning these data analysis skills will equip you with the ability to understand, to a greater degree, the data you encounter in your working lives and in the world around you - an essential life-skill in today’s data driven environmentThis course assumes no prior knowledge of data analysis. Concepts are explained as clearly as possible and regular activities give you the opportunity to practice your skills and improve your confidence. Business & Management"
Work and Employment for a Sustainable Future,SDG Academy,Intermediate,https://www.edx.org/course/work-and-employment-for-a-sustainable-future,"We are living in a financially fragile world. There is economic growth, but not enough opportunities to find decent work. Globally, more than 200 million people are still unemployed, but there has been progress in standards of labour and work. This is not sustainable. Learn from experts from the International Labour Organization, Harvard University, and more about the state of work in our world, and what it will take to ensure steady, inclusive and sustainable economic development for all.","National economies have grown substantially since the Industrial Revolution of the 19th century yet people have not necessarily seen an increase in opportunities to find decent work or earn a decent income. In fact, in some places, the increased productivity and rising profits associated with automation have directly impacted the availability of decent jobs. According to the International Labour Organization, more than 204 million people were unemployed in 2015, and more than 600 million new jobs are needed by 2030 just to keep pace with the growth of the working-age population. We also need to improve working conditions for the 780 million women and men who are employed but not earning enough to lift themselves and their families out of poverty. In addressing these core issues we will not only see increasing decent work opportunities but also more robust, inclusive and poverty-reducing growth.This course explores the past and future of work in the context of the SDGs, particularly SDG 8: Decent Work and Economic Growth. It examines the state of income and employment around the world, barriers to employment, policies to promote economic opportunity, and the future of work in our rapidly changing world. Encouraging entrepreneurship and job creation are key to achieving the SDGs, as are effective measures to eradicate forced labour, slavery and human trafficking. With these targets in mind, the world can achieve full and productive employment and decent work, for all women and men, by 2030.This seven-module massive open online course (MOOC) provides an in-depth look at the issues of inclusive and sustainable economic growth, full and productive employment, and decent work for all. The topics covered include structural shifts in economies and work; informality, gender and child labor, the modern welfare state; the future of work, and more. The course concludes with a special module by the ILO on realizing decent work for all and achieving SDG 8.This course is for:Policy professionals who want to understand frameworks for SDG planningDevelopment practitioners seeking knowledge on goals-based developmentAdvanced undergraduates and graduate students interested in economics, development, and other key concepts related to the SDGsModule 1: Decent Work for Sustainable DevelopmentModule 2: Transitions in Employment and WorkModule 3: Challenges of Work: Informality, Gender and Child LaborModule 4: Current Policy ResponsesModule 5: Structural and Institutional Models for the Future of WorkModule 6: Future of Jobs and WorkModule 7: Special Module in Partnership with the ILO: Achieving SDG 8 and Realizing Decent Work for All Economics & Finance"
Foundations of Data Structures,IITBombay,Intermediate,https://www.edx.org/course/foundations-of-data-structures,Learn the best way to structure and represent data.,"Data structures provide a means to manage large amounts of data for use in databases and internet indexing services. Efficient data structures are key for designing efficient algorithms and obtaining maintainable software design.In this Computer Science course, you will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing efficient structures.Topics covered:Preliminary understanding of implementing sequence structures such as stacks, queues, and linked lists, will also be covered.This course is part of the Fundamentals of Computer Science XSeries Program: Computer Science"
"Financial Programming and Policies, Part 1: Macroeconomic Accounts & Analysis",The International Monetary Fund,Intermediate,https://www.edx.org/course/financial-programming-and-policies-part-1-macroeco,"A course on the macroeconomic accounts, their interrelationships, and the analysis of economic developments.","How healthy is the state of the economy? How can economic policy help support or restore health to the economy? These questions are at the heart of financial programming. In our FPP courses you will learn the building blocks of how to answer to these questions.Financial programming is a framework to analyze the current state of the economy, forecast where the economy is headed, and identify economic policies that can change the course of the economy.In Part 1 of the FPP sequence, presented by IMF's Institute for Capacity Development, you will learn the basic skills required to conduct financial programming. The course presents the principal features of the four main sectors that comprise the macroeconomy (real, fiscal, external, and monetary); demonstrates how to read, interpret, and analyze the accounts for these sectors; and illustrates how these sectors are interlinked. (Part 2 of the FPP sequence will cover preparation of a baseline forecast and design of an adjustment program.)During the course, economists from the IMF will lead you through the accounts and analysis of an economy. Besides engaging with lecture videos, you will answer questions on the concepts explained, solve short numerical exercises, discuss with fellow participants economic developments in your country, and work with data for a hypothetical country. The reading material will be provided to you.Whether you are a civil servant working on economic issues for your country, a professional working with economic data, or simply interested in better understanding the developments of an economy, this course will provide hands-on training on macroeconomic analysis. We hope that you will join us in this exciting journey!Financial Programming and Policies, Part 1 is offered by the IMF with financial support from the Government of Japan. Economics & Finance"
IoT System Design: Software and Hardware Integration,Waseda University,Intermediate,https://www.edx.org/course/iot-system-design-software-and-hardware-integratio,Start developing your own Internet of Things (IoT) systemwith this exploration ofthe interaction between software and hardware.,"This course is designed toteach you how systems are developed using IoT technology. Many engineers and developers tend to focus ona single discipline - either software or hardware. However, in today’s connectedage it's critical to have a comprehensive understanding of both disciplines and how they are intertwined. In this practical course,you'll gain a holistic understanding of system development from both software and hardware perspectives. A truly hands-on experience, you will develop your own embedded system. In doing so, you'll learn as much from your failures as your successes as you go along. Note: In this course, we will use DE10-Nano Development Kit by Terasic Inc. Computer Science"
English for Doing Business in Asia – Writing,The Hong Kong University of Science and Technology,Beginner,https://www.edx.org/course/english-for-doing-business-in-asia-writing,Introducing strategies for developing your written English communication skills in the context of doing business in Asia.,"The use of English for doing business in multinational settings is a fact of life for many business people. And, as Asian economies expand and become more involved in the global economy, having the ability to write clear and concise English is important when exchanging information. This course has two goals. The first is to introduce non-native speakers of English to methods for developing written English language and communication skills for doing business in Asia. The second is to examine the impact of cross-cultural interactions and globalization on English communications. By exploring and participating in a business simulation set in Asia, you will develop the principal skills for effective communication in English when conducting business in China and other Asian countries.This course is part of a series developed by the same instructors. Enroll in EBA101x English for Doing Business in Asia – Speaking to continue developing your English language communication skills. Learn about business presentations, audience, format, pronunciation, rhythm and more. Humanities"
Working in Teams: A Practical Guide,The University of Queensland,Beginner,https://www.edx.org/course/working-in-teams-a-practical-guide,"Learn how to build effective teams, be a great team player and manage team conflict.","Teamwork is an essential component of most professional activities in the modern world. But what makes an effective team?This course is an introduction to teamwork skills for all disciplines that will help you improve your own performance and that of your team.It covers why teams are important, the roles of individuals in a team, systems and processes for effective teamwork and communication, and methods for addressing team conflict.Throughout the course you will be provided with a range of tools and templates that you will be able to use with any team.Join us and learn how to make teams work for everyone. Humanities"
AI Chatbots without Programming,IBM,Beginner,https://www.edx.org/course/AI-chatbots-without-programming,"Chatbots are increasingly in demand among global businesses. This course will teach you how to build, analyze, deploy and monetize chatbots - with the help of IBM Watson and the power of AI.","Special Offer : This course includes a great offer from IBM: One year of Watson Assistant services to power 10 chatbots at no charge. The perfect way to kickstart your chatbot building business!Chatbots are one of the most exciting and in-demand topics in tech. Businesses around the world are increasingly showing an interest in their potential for cost-saving and improving customer service availability.In this course, you'll learn how to build chatbots powered by Watson and how to approach making money by selling chatbots to clients. We'll coverways to sell chatbots to prospective clients online and offline. We'll explore how to plan and build chatbots using a visual tool provided by IBM. We'll offer methods for testing, analyzing, and improving your chatbots. And we'll teach you how to deploy your chatbots to websites via a handy WordPress plugin.Leveraging the AI power of Watson Assistant, you will be able toaccomplish all this without the need to write any code! Computer Science"
Just Money: Banking as if Society Mattered,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/just-money-banking-as-if-society-mattered,Learn how banks can use capital as a tool to promote social and environmental wellbeing.,"Do you know what your bank does with your money? What is the role of a bank in producing societal well-being?This course looks into banks that operate differently, namely, “just banks"" that use capital and finance as a tool to address social and ecological challenges. This course is for anyone who wants to understand the unique role banks play as intermediaries in our economy and how they can leverage that position to produce positive social, environmental, and economic change.The instructors of this course have worked for over 15 years with just banks from around the world, as well as in the fields of community development, economic democracy, and social change.No previous knowledge of finance or banking is needed to take this course. Business & Management"
Computing in Python IV: Objects & Algorithms,The Georgia Institute of Technology,Beginner,https://www.edx.org/course/computing-in-python-iv-objects-algorithms,"Learn about recursion, search and sort algorithms, and object-oriented programming in Python.","Complete your Beginner knowledge of computer science with this final course on objects and algorithms. Now that you've learned about complex control structures and data structures, learn to develop programs that more intuitively leverage your natural understanding of problems through object-oriented programming. Then, learn to analyze the complexity and efficiency of these programs through algorithms. In addition, certify your broader knowledge of Introduction to Computing with a comprehensive exam. By the end of this course, you'll be able to write programs in Python that leverage your more natural understanding of data structures by creating objects to represent the structures you work with most often. For example, if you were creating a class roster application, you'll learn how to create an object representing a student's name, ID number, and attendance record. Then, you'll be able to create applications that leverage sorting and searching algorithms to sort that roster alphabetically, search for a particular student, and evaluate the efficiency of both those operations. Structurally, the course is comprised of several parts. Instruction is delivered via a series of short (2-3 minute) videos. In between those videos, you'll complete both multiple choice questions and coding problems to demonstrate your knowledge of the material that was just covered. These exercises count for 20% of your grade. Then, after each major chapter, you'll complete a problem set of collected, more challenging problems. These count for 40% of your grade. Finally, you'll complete a final course exam, which counts for the remaining 40% of your grade. Computer Science"
Teaching Critical Thinking through Art with the National Gallery of Art,The Smithsonian Institution,Beginner,https://www.edx.org/course/teaching-critical-thinking-through-art-with-the-na,"Learn how to integrate works of art using Artful Thinking routines, effective strategies from Project Zero at Harvard University, in this interactive online course for teachers of all levels and subjects.","Based on the National Gallery of Art’s popular Art Around the Corner professional development program for teachers in Washington, D.C., this five-unit online course provides everything you need to begin creating a culture of critical thinking and collaboration for any classroom, subject, or level. You do not need an art background or museum access to successfully integrate the course materials into your teaching. Your willingness to experiment with new teaching practices is all that is required. The strategies presented in this course are adapted from Artful Thinking pedagogy, developed by Project Zero at the Harvard Graduate School of Education. You will explore three thinking dispositions, using eight thinking routines that are easy to understand and implement with STEAM curricular content. Throughout, you will discover the power of art to develop your students’ inclination, motivation, and ability to think deeply. When you enroll, all the resources you need for your classroom to strengthen critical thinking by using art will be immediately available. We recommend spending a few hours learning and practicing each section before progressing to the next. The online course environment features over 20 videos and interactive tools: Participating with a global network of educators who, just like you, want to hone their abilities to teach critical thinking skills and explore arts integration will be an added bonus to your course experience. Education & Teacher Training"
"Anatomy: Cardiovascular, Urinary, and Respiratory Systems",The University of Michigan,Beginner,https://www.edx.org/course/anatomy-cardiovascular-urinary-and-respiratory-sys,"Learn the multifaceted structures and functions of the cardiovascular, urinary, and respiratory systems.","In this anatomy course, part of the Anatomy XSeries, you will explore the interactive relationships of the cardiovascular, respiratory and urinary systems, and the roles they play in your body.This course is a primer for the cardiovascular, respiratory, and urinary systems in which students learn the pertinent details of the structures and functions through a combination of lectures, videos, labeling activities and quizzes. Biology & Life Sciences"
Software Engineering: Introduction,University of British Columbia,Advanced,https://www.edx.org/course/software-engineering-introduction,"Learn how to apply engineering principles, such as Agile, to build a full-stack software system.","This course, part of the Software Development MicroMasters Program, introduces how teams design, build, and test multi-version software systems.You will learn software engineering principles that are applicable to the breadth of large-scale software systems. The course explores topics such as agile development, REST and Async programming, software specification, design, refactoring, information security, and more.By the end of this course, learners will work in teams, applying an agile software development process to specify, design, and test multiple versions of complex software systems.Learners who enroll in the Verified track will receive staff grading and increased interaction with the instructor and staff. Computer Science"
Structure of Materials,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/structure-of-materials,Discover the structure of the materials that make up our modern world and learn how this underlying structure influences the properties and performance of these materials.,"Structure determines so much about a material: its properties, its potential applications, and its performance within those applications. This course from MIT’s Department of Materials Science and Engineering explores the structure of a wide variety of materials with current-day engineering applications. The course begins with an introduction to amorphous materials. We explore glasses and polymers, learn about the factors that influence their structure, and learn how materials scientists measure and describe the structure of these materials. Then we begin a discussion of the crystalline state, exploring what it means for a material to be crystalline, how we describe directions in a crystal, and how we can determine the structure of crystal through x-ray diffraction. We explore the underlying crystalline structures that underpin so many of the materials that surround us. Finally, we look at how tensors can be used to represent the properties of three-dimensional materials, and we consider how symmetry places constraints on the properties of materials. We move on to an exploration of quasi-, plastic, and liquid crystals. Then, we learn about the point defects that are present in all crystals, and we will learn how the presence of these defects lead to diffusion in materials. Next, we will explore dislocations in materials. We will introduce the descriptors that we use to describe dislocations, we will learn about dislocation motion, and will consider how dislocations dramatically affect the strength of materials. Finally, we will explore how defects can be used to strengthen materials, and we will learn about the properties of higher-order defects such as stacking faults and grain boundaries. Engineering"
Computer Hardware and Operating Systems,New York University,Beginner,https://www.edx.org/course/computer-hardware-and-operating-systems,This is a self-paced course from NYU that provides an Introduction to Computer Hardware and Operating Systems,This is a self-paced course that provides an Introduction to Computer Hardware and Operating SystemsThis course will cover topics including:By the end of this course students should be able to:  Computer Science
Marketing Management,"The University of Maryland, College Park-University System of Maryland",Advanced,https://www.edx.org/course/marketing-management-2,"Learn key marketing strategies and tactics to help your company develop products that match customers' needs, create awareness and demand for those products, and drive sales.","Mark Cuban, owner of the Dallas Mavericks, puts it bluntly: “No sales. No company.” Every organization needs effective marketing to match its products, services and experiences to customers, and maintain and grow its revenue. In this course you will learn the keys to successful marketing, from using traditional and digital media channels to build brand awareness, to using consumer and behavioral research in order to better match your product to your customers’ wants and needs. In this course, you'll learn to: By the end of this class, you will understand how to assess the competitive playing field, understand your competitor’s brand position, and map your own organization’s position, strengths, and weaknesses, to create or capture competitive advantages. Business & Management"
You Can Innovate: User  Innovation & Entrepreneurship,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/you-can-innovate-user-innovation-entrepreneurship,"Identify a problem, develop a solution, and bootstrap your entrepreneurial venture.","We'll let you in on a secret. Innovation happens everywhere. More often than not, it is about ordinary people solving real problems. Imagine, this could be you. This course will teach you to look at the world through the lens of problem discovery and problem solving. You will explore problems that you see in your life and in the world and evaluate their potential for entrepreneurial innovation. You will iterate toward solutions that are just right. As you do that, you will become a user innovator.Examples of user innovation and its entrepreneurial potential are infinite. A surfer created the GoPro to take ""selfies"" while surfing. A student came up with Dropbox after losing the flash drive. Two entrepreneurs created a tool for themselves to track software bugs, giving rise to Atlassian.Taught by Eric von Hippel, the founding scholar of user innovation, and Erdin Beshimov, the founder of MIT Bootcamps, this course will guide you through a step-by-step process for ideating a user innovation and shaping its entrepreneurial possibilities. Importantly, through immersive case studies, this course will introduce you to effective strategies of entrepreneurial bootstrapping, so that you can succeed even when you do not have many resources. We invite to the course, anyone with dreams of making a positive impact on society. The course should be timely and specifically beneficial for:You can innovate!You Can Innovate is a course from MIT Bootcamps and as such prepares you for participation in the program. The Bootcamp is a highly selective, intensive, global MIT training program for innovators. You will learn from MIT faculty and you will be intensively coached by experienced MIT-trained entrepreneurs. In the process, you will be challenged to generate an impactful entrepreneurial innovation in one week. Learn about and apply to one of the upcoming bootcamps at https://bootcamp.mit.edu. Business & Management"
Analytics in Python,Columbia University,Intermediate,https://www.edx.org/course/analytics-in-python,Learn the fundamental of programming in Python and develop the ability to analyze data and make data-driven decisions.,"Data is the lifeblood of an organization. Competency in programming is an essential skill for successfully extracting information and knowledge from data.The goal of this course is to introduce learners to the basics of programming in Python and to give a working knowledge of how to use programs to deal with data.In this course, we will first cover the basics of programming and then focus on using Python on the entire data management process from data acquisition to analysis of data big data and small data.This is an intensive hands-on course that will equip and reward learners with proficiency in data management skills. Business & Management"
HTML5 Apps and Games,The World Wide Web Consortium (W3C),Advanced,https://www.edx.org/course/html5-apps-and-games,"Today, developers are increasingly moving from native to HTML5-based apps. Increase your ability to design and deliver innovative services on the Web!","Want to learn advanced HTML5 tips and techniques? This is the course for you! Find out more about the powerful Web features that will help you create great content and apps.This course is a natural follow up of HTML5 Coding Essentials and Good Practices. In this course, we continue the exploration of HTML5-based APIs, but also introduce some advanced features related to HTML5, such as Web components, advanced multimedia, audio for music and games, etc.Like in the first course, you will learn by doing, study the interactive examples and have fun with proposed development projects. One of them will be to create an HTML5 game, so jump in and learn lots! Computer Science"
MATLAB and Octave for Beginners,École polytechnique fédérale de Lausanne,Beginner,https://www.edx.org/course/matlab-and-octave-for-beginners,"Learn MATLAB and Octave and start experimenting with matrix manipulations, data visualizations, functions and mathematical computations.","Take an exciting crash course in MATLAB and Octave programming. Both languages allow users to experiment with advanced mathematical functions and produce exciting matrix visualizations.In this hands-on, self-paced Beginner course, students will learn step by step how to use these mathematical tools to write functions, calculate vectors and matrices and plot graphical representations of results. Explore ways to organize your work using scripts and functions to improve productivity. Computer Science"
The Divine Comedy: Dante's Journey to Freedom,Georgetown University,Beginner,https://www.edx.org/course/the-divine-comedy-dantes-journey-to-freedom,"Jorge Luis Borges, the great Argentine writer, said that no one should deny themselves the pleasure of reading Dante's Divine Comedy. In this course, you will discover precisely what Borges meant.","Learning to read poetry is learning to do the deep magic of language. It's learning to speak to the dead. At first the book just sits there silent as the grave, but if we listen carefully then, softly at first, the poetry begins to speak to us and we find ourselves speaking to it in response. Dante is the master of speaking with the dead. He convinces us that the dead can tell us things we do not know—things we cannot discover about the meaning of life because we are still in the middle of it. He shows us that conversations with the dead can change the way that we look at life. You and I may not have enough imagination to explore the realms of death that open up in the middle of life, and Dante knows that no one can find their way through life without a guide. This course will help you discover the magic of Dante's poetry and Dante will teach you to imagine the deepest terrors and the highest hopes that are still undiscovered in your heart. Only then will you be in a position to decide finally, for yourself, who you choose to become. In this course, you will begin to question for yourself the meaning of human freedom, responsibility and identity by reading and responding to Dante Alighieri's Divine Comedy. The Comedy , which is richly steeped in the medieval culture of 14th century, still speaks vividly to modern readers struggling with the questions “who am I?” and “what meaning or value can my life have?” Dante struggled with the same questions before coming to a moment of vision that wholly transformed him as a person. This course is presented to you through the MyDante platform, an online environment developed by Professor Frank Ambrosio in collaboration with the Georgetown University Center for New Designs in Learning and Scholarship (CNDLS). Throughout the course, you will be asked to reflect on Dante's interpretation of freedom, how it functions in the formation of personal identity, and whether we might be able to find appropriate metaphors to discuss these issues in our modern lives. You, the modern reader, will only understand the full implications of Dante's poetry if you participate with it in a way that is personal and genuinely contemplative. Through the MyDante platform, you will learn to know yourself in your own historical, personal, and spiritual contexts as you journey toward a richer understanding of your freedom, identity, and responsibility as a person.As a self-paced course, the primary goal is to giveyou the opportunity to explore Dante's poem as fully as their interest and time allows. A minimal expectation for an initial, basic comprehension of the material and successful completion of the self-assessment process would be approximately 75 hours forthis complete course. Humanities"
Linux Basics: The Command Line Interface,Dartmouth_IMTx-Dartmouth College-IMT,Beginner,https://www.edx.org/course/linux-basics-the-command-line-interface,Learn the Linux Command Line interface and become a skilled user of this powerful operating system.,"This course will introduce you to Linux, a powerful operating system used by most professional developers! Why add Linux to your C programming skills? Most people use Linux without knowing it! Whether you use a smartphone, search the web, or use an ATM, each time Linux is involved somewhere in the background. It is the most used operating system for embedded devices and high-performance servers. It is also the most common operating system used by developers to create software applications. In this course, you will learn the history of Linux and how its open source community was able to create today’s most advanced operating system. You will navigate the file system, use fundamental Linux commands and master the Linux command line interface. These are essential skills for every developer. You will also be able to produce software written in C using the industry-standard tools on Linux. Within moments you will be coding hands-on in a new browser tool developed for this course, receiving instant feedback on your code. No need to install anything! We are excited to introduce you to Linux and guide you along your path to becoming a skilled user of this powerful operating system! At the end of this short course, you will reach the sixth milestone of the C Programming with Linux” Professional Certificate program, unlocking the door to a career in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science"
Entrepreneurial Operations: Launching a Startup,Babson College,Intermediate,https://www.edx.org/course/entrepreneurial-operations-launching-a-startup,Optimize your business for successby learning the fundamentals of entrepreneurial operations.,"This startup operations course will examine the real-world operational challenges and execution risks associated with getting a new venture started. We will consider start-up ventures in a variety of industries. The course will provide you with a set of steps, frameworks, and tools that can be used to understand the important considerations for building a startup operation from scratch. In each module, the students will be exposed to a different operations-related concept. Lecture notes, readings, and case studies will explore the key operations topics that are important for start-ups. Topics include:  Business & Management"
Maths Essentials,Imperial College Business School-Imperial College London,Beginner,https://www.edx.org/course/maths-essentials,"Discover and acquire the fundamental maths skills that you will need to use while studying an MBA program, from algebra to differentiation and geometric series.","Planning to study for an MBA but unsure of your basic maths skills? All MBA programs, and in business generally require some maths, particularly on quantitative subjects such as Accounting, Economics and Finance.In this mathematics course, you will learn the fundamental business math skills needed to succeed in your MBA study and in the field of business. These math skills will also give you an edge in the workplace enabling you to apply greater analytical skill to your decision making.You will learn how to evaluate and manipulate the types of formulae that appear in an accounting syllabus, how to perform the calculus required to solve optimization problems in economics and how to apply the concept of geometric series to solving finance-related problems such as calculating compound interest payments.This course assumes no prior knowledge of business maths, concepts are explained clearly and regular activities give you the opportunity to practice your skills and improve your confidence. Business & Management"
"Marketing Analytics: Products, Distribution and Sales","University of California, Berkeley",Intermediate,https://www.edx.org/course/marketing-analytics-products-distribution-and-sale,This course is part of a MicroMasters® Program,"In this marketing course, you will learn how to apply advanced concepts such as conjoint analysis and decision tree methodologies to product decisions, as well as learn the best ways to distribute and sell your offerings to consumers.You will also learn how to apply conjoint analysis to identify the product features that your consumers want most.This course is taught by Stephan Sorger who has held leadership roles in marketing and product development at companies such as Oracle, 3Com and NASA. He has also taught for over a decade at UC Berkeley Extension and is the author of two widely adopted marketing textbooks.This course will equip you with the knowledge and skills necessary to immediately see practical benefits in the workplace. Analytics-based marketing is increasingly important in determining a company’s spending and ROI. Many entry-level positions in marketing now require some basic level of knowledge in this rapidly growing field. Computer Science"
Marketing Innovative Products and Services,"The University of Maryland, College Park-University System of Maryland",Beginner,https://www.edx.org/course/marketing-innovative-products-and-services,Learn essential marketing concepts and practical commercialization strategies to bring your new venture to market,"Marketing innovative products and services occurs in an ever-changing environment, and requires rapid decision making with incomplete information. These innovations are introduced at increasingly frequent intervals, and there are high mortality rates for products and services, and the businesses themselves.Our course provides a practical, how-to guide for navigating these marketing challenges to bring innovative new products and services to market. With learning modules on product strategy, go-to-market strategies, and growth strategies, you will build your skills in understanding and applying the latest marketing strategies and tactics. We’ll explore how to develop an informed marketing plan that aligns with customer needs based on real market research.Learn the latest strategies for customer discovery, interviews and focus groups, product design, product development, content marketing, social media marketing, and marketing campaign management. The course will provide a balance between conceptual discussions based on readings of concepts and practices, and applied, hands-on analysis with real projects. Business & Management"
Just Reading and Writing in English | 生活英语读写,Tsinghua University,Beginner,https://www.edx.org/course/just-reading-and-writing-in-english,Learn how to read and write in English in the context of lectures and academic texts. 以读促写，以写辅读！掌握正确的阅读技巧和写作技巧，让你实现一次英语读写的飞跃！,"Reading enriches our life and writing enables us to express our thoughts. Being skillful in reading and writing allows you to better acquire and communicate information.This course focuses on 8 themes:For each theme, there are two texts, key words analysis, reading skills, guest interviews, composition tutorials, writing workshops, and literature tutors.Join us and understand the beauty of language.作为一门语言非常重要的两个方面，阅读可以让我们获取丰富的知识，写作可以让我们表达内心的思想。掌握正确的阅读技巧和写作技巧，能够让我们更好地获取信息和表达信息。本课程由中外教师及清华学生带领大家在真实的生活场景中畅游英语世界。 本课程从学习、大学、文化、城市、教育、行为论、人际交流和人生的意义等八个主题展开，每个主题由主题课文（两篇）、重点词句讲解、阅读技巧讲解、嘉宾访谈、作文批改和写作技巧讲解、英语学习方法介绍、文学赏析等模块构成。主题课文模块围绕精心挑选的主题展开，带你体验丰富多彩的文化，拓宽视野，同时配有相应的重点词句讲解，让你的英语知识库更庞大；阅读技巧模块以师生互动的形式展开，由老师和英语专业研究生带大家从学习者的角度一起探讨英语阅读的秘诀所在；嘉宾访谈模块邀请了三位嘉宾老师，分别在学习、文化等方面进行了介绍和分享；写作部分包括作文批改和写作技巧讲解，选取与主题相关的四六级作文考题，并各配以两篇学生真实写作案例，通过批改作文的形式讲解写作技巧；英语学习方法模块以访谈形式展开，由留学生助教为大家分享英语学习经验；文学赏析模块精选了八篇文学名著，让学习者在师生互动中遨游文学的海洋。 和我们一起感受语言的魅力，让我们一起实现一次英语读写的飞跃！● English reading and writing skills
● The ability to acquire and communicate information 
● Culture of different English-speaking countries Art & Culture"
Introduction to Java Programming – Part 1,The Hong Kong University of Science and Technology,Beginner,https://www.edx.org/course/introduction-to-java-programming-part-1,Learn the fundamental elements of Java programming and data abstraction.,"Do you want to become a better problem solver?This Java course will provide you with a strong understanding of basic Java programming elements and data abstraction using problem representation and the object-oriented framework. As the saying goes, “A picture is worth a thousand words.” This course will use sample objects such as photos or images to illustrate some important concepts to enhance understanding and retention. You will learn to write procedural programs using variables, arrays, control statements, loops, recursion, data abstraction and objects in an integrated development environment.This course is comprised of two 5-week parts.Part 1 introduces programming fundamentals:Part 2 covers the following topics: Computer Science"
Monetary Policy Analysis and Forecasting,The International Monetary Fund,Advanced,https://www.edx.org/course/monetary-policy-analysis-and-forecasting,"Learn about the macroeconomic motivation of the quarterly projection model (QPM), its key properties, model calibration, data filtration, and how to implement the QPM in MATLAB software in order to learn and understand practical model building and model operation as it is usually done in central banks.","This online course, presented by the IMF's Institute for Capacity Development, introduces participants to quarterly projection macroeconomic models developed as a core of FPAS (Forecasting and Policy Analysis Systems) and how to implement the key canonical quarterly projection model (QPM) equations in a macroeconomic modeling software. This course uses detailed country data highlighting an inflation targeting central bank, for hands-on filtration and calibration exercises.The course covers two main technical aspects:In partnership with MathWorks, enrolled students have access to MATLAB for the duration of the course.Monetary Policy Analysis and Forecasting is offered by the IMF with financial support from the Government of Japan.Upon completion of this course, participants should be able to: Economics & Finance"
Basic Analytical Chemistry,The University of Tokyo,Beginner,https://www.edx.org/course/basic-analytical-chemistry,Gain a physical understanding of the principles of analytical chemistry andtheir application in scientific research.,"Analytical chemistry takes a prominent position among all fields of experimental sciences, ranging from fundamental studies of Nature to industrial or clinical applications.Analytical chemistry covers the fundamentals of experimental and analytical methods and the role of chemistry around us.  This course introduces the principles of analytical chemistry and provides how these principles are applied in chemistry and related disciplines - especially in life sciences, environmental sciences and geochemistry.  This course, regardless of your background, will teach you fundamental analytical concepts and their practical applications.   By the end of the course, you will deeply understand analytical methodologies in a systematic manner. Finally, this course will help you develop critical, independent reasoning that you can apply to new problems in chemistry and its related fields.  This course is for anyone interested in analytical sciences. Chemistry"
Identifying Entrepreneurial Opportunities,"The University of Maryland, College Park-University System of Maryland",Beginner,https://www.edx.org/course/identifying-entrepreneurial-opportunities,Learn today’s newest skills and tools for identifying and acting on entrepreneurial opportunities for startup companies and corporate innovations,"This course explores how anyone can be a successful startup entrepreneur or corporate innovator by thoughtfully examining themselves and the business opportunity. By harnessing these insights and cultivating an entrepreneurial spirit, you can create and transform an entrepreneurial idea into a new startup company or corporate venture.Over 800,000 people have used The Opportunity Analysis Canvas that is the basis of this course. Designed by Dr. James V. Green, the lead faculty for this course, this unique model equips you to identify and analyze a new business opportunity that aligns with your startup entrepreneurship or corporate innovation interests.The Opportunity Analysis Canvas distills vast amounts of research in psychology, sociology, and business into a practical how-to guide for aspiring and active entrepreneurs and innovators. The course presents a whole new understanding of entrepreneurial mindset and action. The course is structured as a nine-step experience segmented into thinking entrepreneurially, seeing entrepreneurially, and acting entrepreneurially. Business & Management"
"ChinaX Book Club: Five Authors, Five Books, Five Views of China",Harvard University,Beginner,https://www.edx.org/course/chinax-book-club-five-authors-five-books-five-views-of-china,"An exploration of the dynamics of contemporary China using the tools of close reading, discussion, and analysis.","How can literature and literary analysis allow us to understand the dynamics of contemporary China? ****China’s historical and cultural transformations, and its imaginary and actual engagements in everyday life are vividly dramatized by five Chinese authors featured in this course. Taught by Harvard faculty member Professor David Wang, this course will employ the tools of close reading, discussion, and analysis to explore issues that concern the Chinese people, and ponder the power (and limitations) of literature in imagining China anew. Featured Books and Authors ****This course features interviews and discussions with the authors. More Information about each of these authors is available in the syllabus. Literature"
Astrophysics: Cosmology,Australian National University,Intermediate,https://www.edx.org/course/astrophysics-cosmology,"Exploring the origin, fate and nature of our universe.","This course covers cosmology – the study of our entire universe. Where did the universe come from? How will it end? What is the nature of space and time? For the first time in human history, we can give precise, reliable answers to many cosmological questions, thanks to a spectacular series of recent breakthroughs. But many of the most fundamental mysteries remain unsolved. In this course we will cover the latest advances and the unsolved mysteries. We will explain the recent observations, and with the help of guest speakers Lawrence Krauss and Brian Cox, we will explore the theories behind modern cosmology.This course is designed for people who would like to get a deeper understanding of astronomy than that offered by popular science articles and shows. You will need reasonable high-school level Maths and Physics to get the most out of this course.This is one of four ANUx courses which together make up the Australian National University's first year astrophysics program. You can take these four courses in any order. These courses compromise the Astrophysics XSeries. Learn more about the XSeries program and register for all the courses in the series today! Physics"
COVID-19 Training for Healthcare Workers,Stanford University,Beginner,https://www.edx.org/course/covid-19-care-a-lifesaving-program-for-healthcare-providers,"COVID-19 is rapidly spreading across the globe and all providers must be prepared to recognize, stabilize, and treat patients with novel coronavirus infection. This rapid-fire, self-paced course focuses on the critical information required to care for patients during the COVID-19 pandemic. Following completion of this short course physicians, nurses, and other healthcare professionals will have a unified, evidenced-based approach to saving the lives of patients with COVID-19.","Learning modules are broken into short (<10 minute) videos presented in straightforward language. This allows providers to learn at their own pace and time. Topics include symptoms and signs in patients with COVID-19, early stabilization of patients, prevention of the need for intubation, and ventilator management of patients. The best evidence and guidelines are summarized while accompanying handouts provide written learning points and links to online references. Additionally, simple infographics are available for providers to utilize within their care facilities to educate and promote optimal care across their entire institution.AccreditationThe Stanford University School of Medicine is accredited by the Accreditation Council for Continuing Medical Education (ACCME) to provide continuing medical education for physicians.Credit DesignationThe Stanford University School of Medicine designates this enduring material for a maximum of 5 AMA PRA Category 1 Credits ™. Physicians should claim only the credit commensurate with the extent of their participation in the activity.If you would like to earn CME credit from Stanford University School of Medicine for participating in this course, please review the information here prior to beginning the activity. Medicine"
The Rise of Superheroes and Their Impact On Pop Culture,The Smithsonian Institution,Beginner,https://www.edx.org/course/the-rise-of-superheroes-and-their-impact-on-pop-cu,"EXCLUSIVE! When you complete a verified certificate in this course, you will receive digital artwork from a current comic book artist.","Join the Smithsonian, and comic book industry legend, the late Stan Lee, in this self-paced course to explore the history of the comic book and the rise of superheroes.The ancient gods of Egyptian, Greek and Roman myths still exist, but today, they have superpowers, human foibles and secret identities. They come from comic books and graphic novels, and have taken over pop culture on the stage, screen, video games, and animation.From Superman® and Spider-Man®, to The Avengers® and The Hulk® and beyond, who are these heroes? And, how have they evolved from folklore and myth, across all cultures and religions?Learn from Smithsonian and industry experts including:In this self-paced course, we explore the following questions:The Smithsonian's National Museum of American History is excited to offer the opportunity to go into the collection and see why superheroes are a dominant cultural force in today’s world.As you learn about how cultural myths, world events, and personal experiences shaped the first superheroes, you will apply these frameworks to create your own superhero– or you can choose to do a deeper analysis on existing comic book heroes. This original project is required for certification and anything created by you as part of this self-paced course is the intellectual property of you and you alone.At last, fans, students and seekers of knowledge have the opportunity to enroll in the ultimate comic book course. Humanities"
Introduction to Aeronautical Engineering,Delft University of Technology,Beginner,https://www.edx.org/course/introduction-to-aeronautical-engineering-2,"Discover the science behind flying by investigating aeronautics, aerodynamics and flight mechanics.","Have you ever flown in an airplane and are you curious about how flying works? Are you interested in the fundamental concepts behind flying? How does a wing generate lift? And how can we fly as optimally as possible? This course provides an introduction to the fundamentals of aeronautics, using a tour through the history of flight, starting with ballooning and continuing on to airplanes and helicopters. Experts from the Faculty of Aerospace Engineering of Delft University of Technology will help you explore and discover the fundamentals of flight, in three blocks. First, you will explore the history of flight including ballooning and obtain a basic understanding of aircraft and the earth's atmosphere. Topics include stability, navigation, propulsion and the structure of aircraft. Block two examines the principles of aerodynamics. You will learn for instance how the shape of an airfoil or wing impacts the amount of lift generated. Block three covers flight mechanics, including various flight phases, such as descending, climbing or cruise, and the most optimal flying conditions for each phase. Engineering"
Deep Learning Fundamentals with Keras,IBM,Intermediate,https://www.edx.org/course/deep-learning-fundamentals-with-keras,"New to deep learning? Start with this course, that will not only introduce you to the field of deep learning but give you the opportunity to build your first deep learning model using thepopular Keras library.","Looking to kickstart a career in deep learning? Look no further. This course will introduce you to the field of deep learning and teach you the fundamentals. You will learn about some of the exciting applications of deep learning, the basics fo neural networks, different deep learning models, and how to build your first deep learning model using the easy yet powerful library Keras. This course will presentsimplified explanations to some oftoday's hottest topics in data science, including: The demand fordeep learning skills-- and the job salaries of deep learning practitioners -- arecontinuing to grow, as AI becomes more pervasive in our societies. This course will help you build the knowledge you need to future-proofyour career. Data Analysis & Statistics"
Existential Well-being Counseling: A Person-centered Experiential Approach,KU Leuven University,Beginner,https://www.edx.org/course/existential-well-being-counseling-a-person-centere,Explore existential themes in your personal and professional life. Develop strengths and counseling skills to improve your well-being and the well-being of others.,"This humanities course offers you the opportunity to explore what really matters in life and teaches you how to nurture your well-being and enhance the well-being of others.We will address themes in your personal and professional life and show you how to counsel at all stages. We start with a positive approach by giving attention to people’s talents. We recognize that human existence involves constraints and difficulties, which is why this course is based on the idea of “existential” well-being.This course will teach you how to live fully as a human being, in this body, on this planet, while at the same time being conscious that you are just a small part of a vast, incomprehensible, universe.Our experiential approach focuses on the innate wisdom of the human organism and our tendency to evolve in a forward-moving direction. You will learn how to become aware of this deeply felt knowledge by giving attention to your body as felt from the inside and to your emotions.Our person-centered approach encourages building optimal human relationships through empathy, respect and authenticity. These are complex skills, which we will bring within your reach by means of simple exercises.Through examples, role-play and video-demonstrations we will illustrate how you can apply our existential well-being approach in a variety of helping contexts, including counseling and psychotherapy. You will develop skills to embody the existential well-being approach as a person and as a professional.Your learning will be enriched through exchanging thoughts and experiences with a diverse group of international participants. You will learn to notice how people from different cultures have different ideas about what it means to live well and meaningfully. You will engage in discussions where divergent values can be respectfully acknowledged. Your personal view of well-being will expand and deepen to a more universal perspective on what it means to be human.This course is taught by instructors with decades of experience in existential psychotherapy, focusing -oriented and emotion-focused therapy, person-centered counseling and positive psychology.The instructors are also teachers and researchers in the fields of psychotherapy, positive psychology, meaning and spirituality at KU Leuven, a prestigious European University.This course offers you a high degree of flexibility. You can follow the content in sequence or choose to complete sections in order of interest to you. Be aware that it would be realistic to spend 6 to 8 hours on each section. The course will be available from October until the end of June and you can follow your own rhythm in studying and practicing what is offered in each section. Humanities"
Solid Waste Management,World Bank Group,Beginner,https://www.edx.org/course/solid-waste-management,"Solid waste is one of the most pressing issues of our time. World over, people are generating greater amounts of garbage without much thought. The phrase “out of sight, out of mind” holds true for many of us when it comes to waste issues. Once garbage leaves our homes and offices and factories, do we really consider what happens to it, who’s collecting it, or what impact it’s having on our environment and our health?","Solid waste management (SWM) is a crucial function of local governments around the world, and directly affects public health, the environment, and livelihoods. However, rapid urbanization and population growth place multiple pressures on solid waste management systems, particularly in cities in low- and middle-income countries. In particular, the urban poor are most affected by lack of access to basic SWM services, such as waste collection and disposal.Yet, the sector also provides numerous opportunities: Improving solid waste management provides a cleaner and healthier environment; improves livability for all city residents; and attracts new investment and tourism, which improve a city’s economic competitiveness, creating jobs, and new business opportunities. SWM also contributes to new sources of energy thus tackling climate change challenges. In these ways, SWM is directly relevant to the World Bank’s goals of ending extreme poverty and boosting shared prosperity.Historically, the highest expenditures of local governments is in the SWM sector but – particularly in low- and middle-income country cities – the bulk of expenses goes towards collection and transport instead of treatment and disposal. Another challenge is ensuring the financial sustainability of SWM projects and cost recovery once SWM infrastructure has been created. The world is generating increasing amounts of waste, with large amounts (primarily plastics) ending up in the oceans. However, there is also a paradigm shift from thinking about waste as something to be disposed – “out of sight out of mind” – to a resource that can be used for energy generation, reduce the use and costs associated with virgin resources, and improve our climate change efforts.Given this background, this e-learning course is designed to look at the SWM sector, with a focus on MSW, from several angles in order to simplify concepts and promote understanding of this sector. Environmental Studies"
Retail Fundamentals,Dartmouth College,Intermediate,https://www.edx.org/course/retail-fundamentals,This course is part of a Professional Certificate,"In this course, part of the Retail Management Professional Certificate program, you will learn the four key components of the retail business:You will learn about the different challenges that retailers face and have the opportunity to explore methods and techniques available to address these challenges. You will also have access to simulation tools to better internalize the concepts.The course will take a hands-on, problem driven approach that will help you understand and put into practice the concepts you learn. At the end of the course you, will be able to make better decisions at every step of the retail process.We have designed this course to suit a wide variety of participants, from retail owners and store managers, to undergrad business majors or specialists in retail. Business & Management"
Greatest Unsolved Mysteries of the Universe,Australian National University,Intermediate,https://www.edx.org/course/greatest-unsolved-mysteries-of-the-universe,Exploring the biggest mysteries of modern astrophysics.,"Despite spectacular recent progress, there is still a lot we don't know about our universe. We don't know why the Big Bang happened. We don't know what most of the universe is made of. We don't know whether there is life in space. We don't know how planets form, how black holes get so big, or where the first stars have gone. This course will take you through nine of the greatest unsolved problems of modern astrophysics. We can't promise you the answers, but we will explain what we do and don't know, and give you an up-to-date understanding of current research. This course is designed for people who would like to get a deeper understanding of these mysteries than that offered by popular science articles and shows. This is the first of four ANUx courses which together make up the Australian National University's first year astrophysics program. It is followed by courses on exoplanets, on the violent universe, and on cosmology. These courses compromise the Astrophysics XSeries. Learn more about the XSeries program and register for all the courses in the series today! Physics"
"Money Markets, Foreign Exchange and Time Value of Money",NYIF,Beginner,https://www.edx.org/course/money-markets-foreign-exchange-and-time-value-of-m,"Get introduced to the money markets, foreign exchange and time-value of money.","This course begins with a look at the four core financial markets and the three main classes of derivatives. You will learn how to distinguish the global trends in volume for each of the plain vanilla financial products and show the macroeconomic reasons for those trends. This course will also review how bonds, equity, foreign exchange and money markets are traded along with the role that equity plays from both the issuer's and investor's perspective. We wrap up this course with a look at the different types of stock markets. This course is part 1 of the New York Institute of Finance's Capital Markets Professional Certificate. Economics & Finance"
Designing the User Experience,"The University of Maryland, College Park-University System of Maryland",Beginner,https://www.edx.org/course/designing-the-user-experience,"Translate product ideas into tangible assets by creating wireframes, 3D renderings, prototypes, and minimum viable products (MVPs) to test assumptions and validate customer interests","Designing the customer and user experience is essential to creating great products today. Gone is the old paradigm of “form follows function” model of design. The process must be iterative and follow the best product design and development processes. While designing a great user experience can be a lengthy and expensive process, there are approaches to doing it faster and smarter, without compromising results.This essential product management course explains key design thinking principles around personas, story mapping, and prototyping. Product managers need to know and appreciate product designer tools and processes. By combining these principles with good scrum processes, you’ll learn to create great products that don’t sacrifice design for functionality or feasibility.This course enables students to transition from ideas to prototyping and concept testing of their products and services. Students learn how best to effectively translate ideas into marketable offerings so that the best product and service ideas are harnessed and create real value for customers and the organization. Emphasis is placed on an integrated and interdisciplinary approach to engineering design, concurrent engineering, design for manufacturing, industrial design, and the business of new product development. Topics include design methods, modeling and simulation, material and manufacturing process selection, platform and modular design, mass customization, planning and scheduling. Business & Management"
Introduction to Bioconductor,Harvard University,Intermediate,https://www.edx.org/course/introduction-to-bioconductor-annotation-and-analys,"The structure, annotation, normalization, and interpretation of genome scale assays.","We begin with an introduction to the relevant biology, explaining what we measure and why. Then we focus on the two main measurement technologies: next generation sequencing and microarrays. We then move on to describing how raw data and experimental information are imported into R and how we use Bioconductor classes to organize these data, whether generated locally, or harvested from public repositories or institutional archives. Genomic features are generally identified using intervals in genomic coordinates, and highly efficient algorithms for computing with genomic intervals will be examined in detail. Statistical methods for testing gene-centric or pathway-centric hypotheses with genome-scale data are found in packages such as limma, some of these techniques will be illustrated in lectures and labs.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Data Analysis & Statistics"
Connected Strategy,The Wharton School of the University of Pennsylvania,Intermediate,https://www.edx.org/course/connected-strategy-2,"Technology has caused firms to fundamentally change their strategy to connect with their customers in new and different ways. In this course, weexplore the impact of connected strategies as well as business opportunities associated with those strategies.","In this course, you’ll learn how technology has enabled firms to fundamentally change how they connectwith their customers. Professors Christian Terwiesch and Nicolaj Siggelkow of the Wharton School havedesigned this course to help you explore the impact of connected strategies and business opportunitiesassociated with those strategies. Through study and analysis of both the innovation framework andvalue proposition, you’ll learn how Connected Customer Experience and the Connected Delivery Modelscan be utilized in a myriad of industry and business models. You’ll also explore different types ofconnected customers/producers and examples of connected strategy and evaluate existing technologiesthat can inform the design of connected relationships. By the end of this course, you’ll be able toidentify different types of connected strategies and opportunities in a variety of business models so youcan employ best practices and achieve success within your organization.Identify and define connected strategies, their potential and value proposition
Analyze customer experiences to understand the customer journey 
Leverage positive feedback loops with customers to create effective customization strategies
Identify connected relationships in your firm to improve your connected strategy
Create connection architecture and implement connected customer relationship strategies Business & Management"
Hybrid Vehicles,Chalmers University of Technology,Advanced,https://www.edx.org/course/hybrid-vehicles,"Learn to design hybrid powertrains which meet the needs of modern vehicles, by combining the strengths of both electric motors and combustion engines","Why are hybrid vehicles still more common than battery electric ones? Why are electric vehicles still more expensive than conventional or hybrid ones? In this course, you will get the answers to this and much more. While electric motors can improve vehicles regarding performance, energy consumption and emissions, they suffer from high cost and weight of batteries. Smart combinations of electric motors and combustion engines in a hybrid powertrain can combine these strengths with the advantages of combustion engines. This course is aimed at learners with a bachelor's degree or engineers in the automotive industry who need to develop their knowledge about hybridpowertrains. Inthis course, we willexamine different mechanical layouts of hybrid powertrains and how they influence the performance and complexity of the powertrain. Different sizing of powertrains in micro, mild, full hybrids, as well as plug-in hybrids, is also discussed and you'll learn how they can be modelled and analyzed for example by simulation of driving cycles. You will also learn about the Energy Management system and how this controls the hybrid powertrain modes and when to charge and discharge the battery. As a result of support from MathWorks, students will be granted access to MATLAB/Simulink for the duration of the course. Engineering"
First Nights - Handel's Messiah and Baroque Oratorio,Harvard University,Beginner,https://www.edx.org/course/first-nights-handels-messiah-and-baroque-oratorio,"Discover Handel's Messiah in this installment of First Nights, which will explore five masterpieces of western music.","While Italian opera set the standard in the Baroque era, German composer George Frederic Handel quickly gained popularity for his oratorios, which put operatic techniques to work in the service of sacred music. Handel's Messiah premiered in Dublin on April 13, 1742, and remains popular to this day. Harvard's Thomas Forrest Kelly (Morton B. Knafel Professor of Music) guides learners through Messiah 's musical highlights, while detailing Handel's composition process, the preparations and rehearsals, and the premiere performance.Learners in this module of First Nights need not have any prior musical experience. In this unit, you will learn the basics of musical form and analysis, the genres and styles used in Messiah , the circumstances of its first performance, and its subsequent history.Additional First Nights Modules:Monteverdi's L'Orfeo and the Birth of OperaHandel's Messiah and Baroque OratorioBeethoven's ""Ninth Symphony""Berlioz's Symphonie Fantastique and Program Music in the 19th CenturyIgor Stravinsky's The Rite of Spring: Modernism, Ballet, and Riots Humanities"
Statistical Inference and Modeling for High-throughput Experiments,Harvard University,Intermediate,https://www.edx.org/course/statistical-inference-and-modeling-for-high-throug,A focus on the techniques commonly used to perform statistical inference on high throughput data.,"In this course you’ll learn various statistics topics including multiple testing problem, error rates, error rate controlling procedures, false discovery rates, q-values and exploratory data analysis. We then introduce statistical modeling and how it is applied to high-throughput data. In particular, we will discuss parametric distributions, including binomial, exponential, and gamma, and describe maximum likelihood estimation. We provide several examples of how these concepts are applied in next generation sequencing and microarray data. Finally, we will discuss hierarchical models and empirical bayes along with some examples of how these are used in practice. We provide R programming examples in a way that will help make the connection between concepts and implementation.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818. Data Analysis & Statistics"
First Nights - Monteverdi’s L’Orfeo and the Birth of Opera,Harvard University,Beginner,https://www.edx.org/course/first-nights-monteverdis-lorfeo-and-the-birth-of-o,"Learn about Claudio Monteverdi's L 'Orfeo , one of the first operas ever written.","Claudio Monteverdi's L 'Orfeo premiered in Mantua in 1607, and continues to be regarded as one of the most important examples of early opera. With L 'Orfeo , Monteverdi helped to establish the techniques and traditions that continue to inform the genre of opera to this day.Harvard's Thomas Forrest Kelly (Morton B. Knafel Professor of Music) guides learners through the first half of L 'Orfeo , highlighting aspects of operatic form and dramatic technique, the rehearsals and cultural context for the premiere performance, and the work's continued relevance today. There will also be a focus on Monteverdi's life and work as a Renaissance court musician.In this music course, you will learn the basics of operatic form and analysis, the genres and styles used, and the circumstances of this opera's first performance and subsequent history. Learners in this course need not have any prior musical experience. Humanities"
18th-Century Opera: Handel & Mozart,Harvard University,Beginner,https://www.edx.org/course/18th-century-opera-handel-mozart,Study Baroque and Classical opera through Handel’s Giulio Cesare and Mozart’s Don Giovanni,"In this breathtaking course, you'll get to know the music of two beautiful operas — both in their spellbindingartistry and colorful histories. First, you'll travel to London in 1724, where George Frideric Handel premiered his most famous opera, Giulio Cesare. Meet the performers and experience what it was like to attend the first production, all while gaining an appreciation for the typical characteristics of Italian opera represented in this popular Baroque opera seria. Then fast-forward 63 years to the Estates Theatre in Prague for the premiere of Wolfgang Amadeus Mozart’s enduring classic, Don Giovanni. Learn about the challenges Mozart faced during the rehearsal process and the revolutionary relationship he created between music and drama in this opera. Music"
Introduction to video game development with Unity,Universitat Politècnica de Valencia,Intermediate,https://www.edx.org/course/introduction-to-video-game-development-with-unity,"Learn to develop multiplatform videogames using one of the most popular tools on the market, the Unity game engine.","Never before has the video game market been at a better time. There are currently many platforms available and the emergence of mobile devices has revolutionized the sector.The existence of multiple platforms implies great challenges for developers in decision making, both in the choice of platforms and in the sizing of work teams.One solution to these problems is to use a game engine, and without a doubt the most popular and used engine of the moment is Unity.Unity is the most popular engine for reasons such as its powerful tools, its ability to generate games on more than 20 different platforms, its excellent learning curve and the hundreds of add-ons available to it developed by third parties.In this Beginner video game development course with Unity you will learn in a practical way with numerous examples that will guide you step by step: Computer Science"
Best Practices for Project Management Success,Rochester Institute of Technology,Intermediate,https://www.edx.org/course/best-practices-for-project-management-success,Learn how to create an organizational environment that supports project success.,"Project management plays a key role in supporting a business's success. In this project management course, you will learn what's required from an organization for projects to excel.You will learn how to turn project management principles and theory into practice. The course will cover:The course will utilize case studies and examples from companies to help students sharpen their project management skills to recognize and implement an environment that supports success.First, we will cover the basic organizational and leadership elements required to provide a successful environment for all projects to succeed.Second, we will cover the necessary organizational support structures and methods that enable project management and project managers to deliver results to the business and to the customers they serve.Finally, we will explore the challenges of specific types of projects such as projects in crisis, global projects and managing a portfolio.This course is part of the RIT Project Management MicroMasters Program that is designed to teach the importance of the organizational and leadership characteristics for the success of projects. In order to qualify for the MicroMasters Credential, you will need to earn a verified certificate in each of the three courses as well as pass a capstone exam. Business & Management"
Coaching Skills for Learner-Centred Conversations,Imperial College London,Beginner,https://www.edx.org/course/coaching-skills-for-educators,"Using coaching approaches in your educational conversations will help you support learners to really maximise their potential, as you become an even more effective and inspiring educator. Over these next four modules, you will become much more familiar with some key coaching principles and skills, and will be equipped to start applying these in your own educational contexts.","This interactive course will introduce you to coaching skills for learner-centred conversations. As well as learning about and practicing these skills, you will have the opportunity to reflect on how you can use and integrate these skills into your own educational contexts. The modules will cover:By the end of this course you will be able to: Education & Teacher Training"
Intellectual Property Law and Policy: Part 1,University of Pennsylvania,Intermediate,https://www.edx.org/course/intellectual-property-law-and-policy-part-1,Explore the legal doctrines at the core of the innovation economy and learn how legal rights and information shape our lives.,"Can you really get a patent on a rectangular cell phone shape? Do artists and musicians need over a century of copyright protection for their works? Can you trademark red shoe soles? These are some of the questions that U.S. Congress and the courts have addressed in recent years — and in this IP course, we will, too.Touching on most areas of commercial and artistic activity, intellectual property (IP) law is an essential component of modern society. In this course, Part 1 of a two-part series, learners will be introduced to a broad overview of the intellectual property laws, the theory underpinning this area of law, and an individual look at patent law.Part 2 will explore copyright, and trademark law, and consider alternatives to IP and the future of this exciting area of the law.The focus of this two-part series is on learning some of the seminal legal cases in each area, while also considering the policy implications of the law as it stands.No previous law experience is required. Join us as we explore the laws and policies that influence and shape our modern lives. Law"
Robotics,Columbia University,Advanced,https://www.edx.org/course/robotics-2,Learn the core techniques for representing robots that perform physical tasks in the real world.,"We think of Robotics as the science of building devices that physically interact with their environment. The most useful robots do it precisely, powerfully, repeatedly, tirelessly, fast, or some combinations of these. The most interesting robots maybe even do it intelligently. This course will cover the fundamentals of robotics, focusing on both the mind and the body.We will learn about two core robot classes: kinematic chains (robot arms) and mobile bases. For both robot types, we will introduce methods to reason about 3-dimensional space and relationships between coordinate frames. For robot arms, we will use these to model the task of delivering a payload to a specified location. For mobile robots, we will introduce concepts for autonomous navigation in the presence of obstacles.Class projects will make use of ROS - the open-source Robot Operating System (www.ros.org) widely used in both research and industry. Computer requirements for working on the projects will include a computer set up with Ubuntu Linux and high bandwidth internet access for downloading and installing ROS packages. Computer Science"
Writing for Social Justice,"University of California, Berkeley",Beginner,https://www.edx.org/course/writing-for-social-justice,"Learn to harness the power of writing to bring about about personal, social, and political changes that matter.","Can writing change your world? Writing with power about personal, social, and political issues can change minds, introduce solutions to old problems, and help you become a more engaged participant in public life. Everyone has issues that matter deeply to them, whether they are: In Writing for Social Justice, you will learn the importance of word choices in writing for different genres in order to reach your audience. Specifically, you will learn to: There will be short example readings included in the course, which will serve as models of different persuasive genres. You will also share your writing with other students in the course, getting and offering feedback on assignments.What you'll learn:  Humanities"
Steps in Japanese for Beginners1 Part2,Waseda University,Beginner,https://www.edx.org/course/steps-in-japanese-for-beginners1-part2-2,"Learn how to acquire essential information, as well as how to convey information to others.","Andy is starting his life at a Japanese university but there are still many things, like which course he should take and where to buy the course textbooks, he needs to sort out. To do these things he gets the help of people around him by asking how to get somewhere and how long it will take. One day, a Japanese yosokoi dance performance catches his attention.・To ask for directions to a destination
・To describe the required travel time and route to a destination
・To check course information
・To describe plans and habits Language"
Case Studies in Functional Genomics,Harvard University,Advanced,https://www.edx.org/course/case-studies-in-functional-genomics,"Perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.","We will explain how to perform the standard processing and normalization steps, starting with raw data, to get to the point where one can investigate relevant biological questions. Throughout the case studies, we will make use of exploratory plots to get a general overview of the shape of the data and the result of the experiment. We start with RNA-seq data analysis covering basic concepts and a first look at FASTQ files. We will also go over quality control of FASTQ files; aligning RNA-seq reads; visualizing alignments and move on to analyzing RNA-seq at the gene-level : counting reads in genes; Exploratory Data Analysis and variance stabilization for counts; count-based differential expression; normalization and batch effects. Finally, we cover RNA-seq at the transcript-level : inferring expression of transcripts (i.e. alternative isoforms); differential exon usage. We will learn the basic steps in analyzing DNA methylation data, including reading the raw data, normalization, and finding regions of differential methylation across multiple samples. The course will end with a brief description of the basic steps for analyzing ChIP-seq datasets, from read alignment, to peak calling, and assessing differential binding patterns across multiple samples.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Data Analysis & Statistics"
Essential Career Skills for Investment Banking and Finance,NYIF,Beginner,https://www.edx.org/course/essential-career-skills-for-investment-banking-and,Accelerate your financial fluency and fool-proof your career in Investment Banking and Finance.,"This course will improve your financial fluency so that you speak like a seasoned professional when starting or advancing your career in Investment Banking and Finance. You will learn about the different sectors and sub-sectors across the financial industry. In addition to industry jargon, you will also learn how hiring decisions are actually made and the strategies to control the narrative and tell your story in the most compelling way possible. Taught by instructors with decades of experience on Wall Street, this course will equip students from a wide range of backgrounds, including business, economics, engineering, sciences, and mathematics with the much-needed career skills to prepare for a future in Investment Banking and Finance. Business & Management"
Data Structures and Software Design,University of Pennsylvania,Intermediate,https://www.edx.org/course/data-structures-and-software-design,"Learn how to select, apply, and analyze the most appropriate data representations in your code and design high quality software that is easy to understand and modify.","Knowing how to code is only part of the skills needed to become a professional software developer.This course, part of the CS Essentials for Software Development Professional Certificate program, will take your skills to the next level by teaching you how to write “good” software that appropriately represents and organizes data, is easy to maintain, and is of high quality.As the purpose of most computer programs is to manipulate data, sometimes large quantities of it, the manner in which programs represent and organize data can have an enormous effect on the simplicity and efficiency of the code. In this course, you will learn about important core data structures such as arrays, lists, stacks, queues, sets, maps, trees, and graphs, and learn how to evaluate them and reason about their behavior and efficiency.Most importantly, you will learn how to determine which data structure is the most appropriate for solving the problem at hand, and see how to use the implementations that are part of the Java library.However, choosing the right data structure is only part of the challenge of developing high quality software: you must also consider the design of the classes that use those data structures. You will learn about software design principles such as modularity, functional independence, and abstraction, and apply those concepts toward writing programs that are easy to understand, easy to modify, and easy to test.Although it is important to know how to write high quality code, professional software developers often spend a majority of their time maintaining existing code. You will also learn about software refactoring techniques for improving the design of existing code, and see how to improve code efficiency.This course will use Java but the concepts you learn can be applied to almost all modern programming languages. Computer Science"
Unconscious Bias: From Awareness to Action,Catalyst,Beginner,https://www.edx.org/course/unconscious-bias-from-awareness-to-action-2,Learn in-demand leadership skills necessary to manage unconscious bias in your workplace.,"Unconscious bias—everyone has it. But that doesn’t make us bad; it makes us human. While we cannot completely rid ourselves of unconscious bias, we can learn how to recognize it and lessen its impact in the workplace. These are skills that everyone can learn. You may not be aware of how your unconscious biases can affect your behavior, but unchecked, it can have enormous impact in the workplace and throughout your everyday life. Unconscious bias causes people to unintentionally favor some groups—often ones that are like them—over others. This can lead to differences in who gets hired and recruited, who gets offered new opportunities, and whose voice is listened to. Understanding and mitigating the impact of unconscious bias is a crucial 21st-century global leadership skill. With awareness of unconscious bias and actionable steps to manage it, you will be able to make the best decisions for your organization, your colleagues, and your team. Managing unconscious bias is a vital step in building workplaces that are innovative, dynamic, and inclusive. In this training, through research-based assessments and exercises, you will move from awareness to action, learning how to interrupt bias and leverage the full potential of diverse teams and colleagues in your workplace. For learners at all organizational levels, from all industries, backgrounds, and geographies, thistraining will help you understand what unconscious bias is and introduce you to some necessary skills to counter its negative impact. The course is taught by instructors with extensive expertise advising and counseling major global companies on strategies to build high-performing and competitive workplaces. Learning these important leadership skills can help you to build and sustain inclusive workplaces and turn diversity into a strategic business advantage. Communication"
Cybersecurity for Critical Urban Infrastructure,Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/cybersecurity-clinic,"Preparing city officials, agency staff and a new generation of students seeking to serve as cybersecurity consultants to understand, help prevent and manage cyberattacks on vulnerable communities across America.","Critical urban infrastructure including energy, transportation, waste management, emergency service and communication systems are being hacked remotely by cyber attackers. These hackers use ransomware to encrypt the data cities need to run; then, they demand that public agencies pay a ransom to get their own data back. The costs associated with cyber attacks are substantial, extending to tens of millions of dollars to recreate data that are lost, and undermine the reputation of city governments across America.This course will prepare anyone who wants to work with agencies that are worried about their vulnerability to cyberattack. Topics include:
• Who are the attackers and what are their methods?
• What are the “defensive social engineering” moves cities can use to protect themselves?
• What are the minimum security standards that all public agencies need to meet?
• Who should have responsibility for overseeing cybersecurity in a public agency?
• Should cities be willing to pay the ransoms demanded by hackers?
• What should a city do after it has been attacked?
• What are the most important lessons drawn by cities that have already been attacked?Through a series of explanatory videos (prepared by industry experts), case studies of an actual attack, role play simulations and debriefings, and short assigned readings, you will learn what cities can and should do to reduce their vulnerabilities. The course also includes checklists of various kinds that cybersecurity vulnerability assessors need to ask and answer. Computer Science"
"Agile Process, Project, and Program Controls","The University of Maryland, College Park-University System of Maryland",Advanced,https://www.edx.org/course/agile-for-project-control-2,"Learn Agile controls that get work done with confidence by using true transparency (actuals not estimates) and continuous improvement to ensure your people, process, and products deliver valuable, working solutions.","Version 2 of this course series delivers beyond the original agile certification. It includes updated content, better audit and verified learner experiences, and bonus videos on key topics.The follow-on to this course series on “Advanced Scrum” is expected by the end of Summer 2020. Agile provides greater opportunities for control and risk management and offers unique benefits that traditional methods miss. As a project manager or program manager the emphasis should always be on delivering value and benefits. With complex projects these demand increase and knowing you've delivered value can be difficult for even those with years of project management experience. ****However, in this course we'll cover the agile practices and management skills necessary to delivery value with certainty, such as: ****In this course, you will learn how these levers of control far exceed traditional management methods of earned value management (EVM), which relies on estimates and no changes in scope. We'll discuss how the key to unlocking the control potential is to learn what to manage, and how to measure it. It's no longer just ensure the deliverables are delivered on-time and under-budget.This shift to benefits management is in-line with how the PMBOK is changing to integrate program management concerns into project management with an emphasis on value and not just delivery of scope specifications. The Agile revolution requires program managers to embrace this type of continuing education to advance and grow in your project management career. ****So how do programs ensure smooth project delivery? ****This answer is bottoms-up with different controls at each level of management, separating the concerns between the program, the individual projects, and the team processes. For teams, it’s a focus on team velocity and how to ensure its measurement is useful for diagnosing internal and external productivity constraints. For the project, the focus is on how to integrate teams of teams on related projects and ensure stead delivery of product roadmaps. For the program, the focus is on what capabilities are delivered and how to measure return on investment (ROI) capabilities provide. This also requires understanding your portfolio and contracting processes. ****While this course will not make you an agile certified practitioner (PMI-ACP), or certified scrum master (CSM), it offers a more fundamental agile certification based on agile principles and how agile leadership is applied in industry today. You'll finish this course more than ready to continue your agile journey, which we hope either completes your certificate with us or takes you to one of our most popular courses in the series, ""Agile Leadership Principles and Practices.""Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). Engineering"
Risk Management in Development Projects,Inter-American Development Bank,Intermediate,https://www.edx.org/course/risk-management-in-development-projects,Learn to preemptively manage positive and negative events that may affect the execution of a development project.,"Project teams usually spend a large portion of their time solving problems instead of preventing them. Project risk management seeks to preemptively manage positive and negative events that may affect a project so as to improve its chance of success. What will you be able to do by the end of the course?Who is this course for?By taking this course you will have the opportunity to share your knowledge and experience with other participants. There will be a case study through which you will be able to apply best risk-management practices to a project and you will also carry out practical exercises that will help you understand key concepts. Course content is based on the Inter-American Development Bank’s risk management methodology, which is aligned with A Guide to the Project Management Body of Knowledge, Sixth Edition, 2017, of the Project Management Institute (PMI)®. The Project Management Institute (PMI®) has authorized the INDES, a Registered Education Provider (R.E.P.), to grant 30 professional development units (PDUs) if you receive the certificate for this course. Business & Management"
Project Management of Engineering Projects: Preparing for Success,Delft University of Technology,Intermediate,https://www.edx.org/course/project-management-of-engineering-projects-prepari,Create your own project plan and learn the importance of the early project phases in achieving project success. People are key!,"Are you a (project) engineer with a technical background but lack management knowledge? Are you eager to improve project performance and want to expand your knowledge?This business and management course will focus on the necessary project management skills to successfully manage projects, distinguishing three areas:The course focuses on the early project phases, including examples from technical projects within various sectors and industries (amongst others, but not limited to, infrastructure projects and construction projects).At the end of this course, you will have created your own project execution plan, either in a team effort or on individual basis. Of course the team effort allows for a special learning experience and we appraise active team participation. Business & Management"
Supply Chain Dynamics,Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/supply-chain-dynamics,Learn how to manage and harness the dynamics and interactions between firms and entities within a supply chain - ​part of the MITx Supply Chain Management MicroMasters Credential.,"Supply Chains are complex systems involving multiple firms and organizations with different goals and objectives. Additionally, there are external forces and trends that can impact (positively or negatively) a supply chain’s efficiency and effectiveness. Understanding the dynamics and risks within supply chains, both large and small, is key to being a successful supply chain professional.This course builds on the fundamental models introduced in SC1x and the design trade-offs covered in SC2x. It is essentially a capstone in understanding how to successfully model, design, and manage a supply chain in any industry. We will divide the course into three sections.First, we will introduce the field of System Dynamics. Developed at MIT, system dynamics is an approach that examines and models complex systems that feature interacting, non-linear, and dynamic elements. The objective is to better understand the underlying features of a complex system and to recommend policies and other actions to improve overall performance.Second, we will explore the concepts of supply chain risk. Supply chains are subject to a wide number of potential disruptions – from both within and outside of the supply chain. Students will understand how supply chains can be better designed and managed to not only mitigate the downside of supply chain disruption but also to leverage and capture any upside.Finally, the students will engage in a series of more extended case studies and simulations that demonstrate these complex relationships. Actual case studies and examples from companies will be used to help students better prepare for actual situations. This course is part of a MicroMasters program. If you complete all courses in the MicroMasters program in 2018, GE will guarantee you an interview in Boston for an internship or full-time role. Open to Massachusetts residents only. Business & Management"
Financial Accounting Made Fun: Eliminating Your Fears,Babson College,Beginner,https://www.edx.org/course/financial-accounting-made-fun-eliminating-your-fea,Learn the language of financial accounting and how to use financial statement information to better manage and grow your business.,"Are financial statements a mystery to you? Do all those terms and metrics make your head spin? Do you avoid conversations with your finance leaders because you are not confident of your finance ability?Having a solid understanding of financial terms, statements and metrics is critical to becoming a successful entrepreneur or manager. In this finance course, you will learn how to interpret and use the information contained in financial statements to make key operating decisions, evaluate business performance, and create forecasts of profits and cash flow.This course introduces you to the form, content and definitions included in the primary financial statements: income statement, balance sheet, and cash flow statement. You will learn how to use this information to make key operating decisions, such as how to balance growth with cash constraints. You will learn how to use ratios to diagnose a company's financial health and apply these concepts and tools to evaluate a company of your own choosing.Eliminate your fear of accounting! Financial accounting can be fun once the barriers to learning are broken down. Through a series of learning scenarios that take you through the creation of a simple business, you will become comfortable with basic accounting tools and concepts that you need to more effectively manage your business. By the end of the course, you will become a much more confident user of financial information and will be able to effectively engage with your finance leaders.This course is part of the Business Principles and Entrepreneurial Thought XSeries. Business & Management"
Microeconomics & Business,Doane University,Beginner,https://www.edx.org/course/microeconomics-business,Explore microeconomics and its relationship to business decision-making.,"This course is an introduction to basic concepts governing the operation of the microeconomy, with specific emphasis placed on understanding microeconomic theory, policy, and issues as they relate to business decision-making. Students successfully completing this course will be able to comprehend the workings of the supply and demand model from both a graphical and mathematical perspective, explain the role that elasticity plays in the supply and demand model and know how to calculate and interpret various elasticities, understand utility maximization and the theory of consumer behavior, explain how cost structures differ in the short run and the long run, analyze various market structures in terms of their economic performance, and understand the workings of the various factor markets. Economics & Finance"
Business Communication,Rochester Institute of Technology,Beginner,https://www.edx.org/course/business-communication-3,"Learn how to effectively communicate and build professional relationships through face-to-face, written, and non-verbal communication.","Business communication is vital to professional success.This course, part of the Leadership Essentials Professional Certificate program, will help you unlock the secrets to business success by understanding workplace culture. You’ll learn how to use language and nonverbal communication to convey shared meanings in face-to-face and remote professional relationships.You will learn techniques to effectively and succinctly articulate your business ideas to a diverse range of audiences to ensure they understand even the most complex concepts.In this course, there will be a strong focus on business writing, active listening, and communicating your ideas effectively to a particular target audience. We will discuss the impact of assumptions or bias that people may bring to workplace interactions. Learners will apply their knowledge by critiquing real-world business scenarios from the workplace.Topics will also include: Communication"
Vocal Recording Technology,Berklee College of Music,Beginner,https://www.edx.org/course/berkleex-vocal-recording-technology,"Explore emerging innovations in vocal production, audio engineering, recording, and mixing.","We are in the midst of an explosion of musical creativity as a result of technologies that allow you to record music using your laptop or tablet. Whether you are a singer, music producer, audio engineer, or just someone that likes to make good music with vocals, it is essential to have an understanding of vocal technologies for music production.This music production course provides learners with insight into the voice itself, the recording environment, microphones, equalization, compressors, A-D-A conversion, the listening environment, human perception, natural widening concepts, artificial widening concepts, reverb, delay, and more. Grammy-award winning record producer, audio engineer, recording artist, and educator Prince Charles Alexander offers students a first-hand opportunity to learn the technologies behind vocal production, so that you can enhance your music productions with the most compelling and effective vocal tracks. Engineering"
IoT Sensors and Devices,Curtin University,Beginner,https://www.edx.org/course/iot-sensors-and-devices,"Explore various IoT devices and sensor types, how they work, and how we connect them. Map out the process for developing your own IoT ideas.","The Internet of Things (IoT) is expanding at a rapid rate, and it is becoming increasingly important for professionals to understand what it is, how it works, and how to harness its power to improve your business.This course is for practical learners who want to explore and interact with the IoT bridge between the cyber- and physical worlds, in order to create efficiencies or solve business problems.In this course, you will learn about the ‘things’ that get connected in the Internet of Things to sense and interact with the real world environment – from something as simple as a smoke detector to a robotic arm in manufacturing. If we consider the IoT as giving the internet the ability to feel and respond, this course is about the devices that feel and the devices that respond.We will look at IoT sensors, actuators and intermediary devices that connect things to the internet, as well as electronics and systems, both of which underpin how the Internet of Things works and what it is designed to do. Computer Science"
e-Learning on Digital Agriculture,World Bank Group,Beginner,https://www.edx.org/course/e-learning-on-digital-agriculture,"Agriculture is no exception to digital revolution, going beyond a simple adoption of Information and Communication Technologies (ICTs). According to ICRISAT, digital agriculture is defined as “ICT and data ecosystems to support the development and delivery of timely, targeted information and services to make farming profitable and sustainable while delivering safe nutritious and affordable food for all.”","Digital Agricultural Technologies (DATs) are innovations that enable farmers and agribusiness entrepreneurs to leapfrog to increase their productivity, efficiency, and competitiveness, facilitate access to markets, improve nutritional outcomes and enhance resilience to climate change. These technologies range from mobile apps to digital identities for farmers to solar applications for agriculture to portable agriculture devices. DATs are increasingly becoming indispensable in the global food and agriculture sector, from fast and convenient information delivery to providing virtual marketplaces. Considering the fact that digital technologies can accelerate agro-food outcomes is juxtaposed with low adoption rates of the same, the World Bank’s operations are increasingly incorporating digital agriculture as a critical element in its operations. Thus, it is important to study digital agriculture technologies in further detail.This five-week course will provide a high-level overview of DAT concepts, potential impact, range of technologies available, used cases as well as forward-looking technologies. The course will introduce the participants to different agriculture data platforms already available and will encourage them to discover the scope and utility of the open data platforms for analytics and intelligence in agriculture. Participants will be required to engage in discussion forums with their peers and complete quizzes throughout the course. Environmental Studies"
Exploring GraphQL: A Query Language for APIs,The Linux Foundation,Beginner,https://www.edx.org/course/exploring-graphql-a-query-language-for-apis,"Learn about GraphQL, an alternative to REST, and practice GraphQL queries in an interactive playground.","GraphQL is revolutionizing the way developers are building websites… but what exactly does that mean? GraphQL is an open source query language and a runtime to fulfill those queries with your existing data. In this course, you’ll learn what GraphQL is and why it is getting so much attention from software engineers. You’ll learn what its advantages are over REST, what types of web architecture to use it with, and why it benefits both frontend and backend developers. You’ll get the chance to practice GraphQL queries in an interactive playground. You’ll also learn advanced topics such as how to implement a GraphQL server on the backend, how to use a GraphQL server with a client, and how to keep your GraphQL server secure. The course content was originally created by Prisma, and updated and maintained by Novvum. If you are a programmer, this course will help you gain the skills you need to get started using GraphQL for a small project or professionally in production. You’ll feel comfortable getting started with the right tools for your use case. If you are nontechnical, this course will help you communicate with developers and participate in conversations about GraphQL. You will understand when and why to use GraphQL for a project. Start your GraphQL journey today! Computer Science"
EmSAT English Preparation - Level 2,United Arab Emirates University,Intermediate,https://www.edx.org/course/emsat-english-preparation-level-2,"This EmSAT preparation course expands upon basic grammatical knowledge, develops general English vocabulary and develops critical thinking. To assist in preparation for the EmSAT exam learners develop exam strategies through their understanding of different reading and vocabulary question types.","This Upper-Intermediate English as a Second Language course that helps students with a current EmSAT scord between 1175 and 1225 to develop their reading and grammar skills. Students will develop exam strategies to prepare them for the reading and vocabulary sections of their exam. They will do this through understanding the different reading & vocabulary question types on the exam. The course also consolidates and expands upon basic grammatical knowledge, develops general English vocabulary and develops critical thinking.Additionally, students will develop writing, grammar, and vocabulary skills. The course will consolidate and expand upon basic grammatical knowledge in writing and speaking. The course will also teach exam strategies for the writing & grammar sections of the exam. Students will develop an understanding of the different writing & grammar tasks on the exam and an awareness of appropriate discourse structures for exam writing tasks. Language"
The Data Science Method,IBM,Beginner,https://www.edx.org/course/data-science-method,"Learn about the methodology, practices and requirements behind data science to better understand how to problem solve with data and ensure data is relevant and properly manipulated to address a variety of real-world projects and business scenarios.","Despite and influx in computing power and access to data over the last couple of decades, our ability to use data within the decision-making process is either lost or not maximized all too often. We do not have a strong grasp of the questions asked and how to apply the data correctly to resolve the issues at hand.The purpose of this course is to share the methods, models and practices that can be applied within data science, to ensure that the data used in problem-solving is relevant and properly manipulated to address business and real-world challenges.You will learn how to identify a problem, collect and analyze data, build a model, and understand the feedback after model deployment.Advancing your ability to manage, decipher and analyze new and big data is vital to working in data science. By the end of this course, you will have a better understanding of the various stages and requirements of the data science method and be able to apply it to your own work. Data Analysis & Statistics"
"Plato, Socrates, and the Birth of Western Philosophy | 西方哲学精神探源",Tsinghua University,Beginner,https://www.edx.org/course/plato-socrates-and-the-birth-of-western-philosophy,"Explore the works of Plato, Aristotle, Heraclitus and other originators of Western philosophy in an immersive study of ancient Greek and Roman philosophers. 本课程通过讲述古希腊罗马哲学家丰富的思想和观点，探讨西方哲学精神的起源，揭示西方民族的精神取向，阐明西方民族思维方式的特征。","This philosophy course explores the origins of Western philosophy – a rich tapestry of ideas that began with the most noted ancient Greek and Roman philosophers.By examining the work of these historic figures, students will attain a strong grasp of Western philosophy’s basic spirit. In doing so, they’ll cultivate deeper thinking abilities, explore noble values, and learn to contemplate the world around them in new ways.本课程面向各专业本科生，通过课堂讲授与课外阅读讨论的方法，把握古希腊罗马哲学家丰富的思想，探讨哲学精神的起源，揭示古希腊民族的精神取向，阐明古希腊民族思维方式的特征，帮助学生把握哲学的基本精神，养成理论思维的能力，培养高尚的情操，提高人文素质。 Humanities"
"Cosmic Rays, Dark Matter, and the Mysteries of the Universe",Waseda University,Intermediate,https://www.edx.org/course/cosmic-rays-dark-matter-and-the-mysteries-of-the-2,Join us on a unique exploration of one of the universe’s deepest mysteries: cosmic rays,"In the Universe, high-energy cosmic rays are violently propagating in space. While we know these cosmic rays come from outside of the solar system, exactly how and where they originate is a mystery.Professor Shoji Torii from Waseda University and many researchers from around the world, believe that understanding about their origin will help resolve the mysteries of the Universe, such as, supernova remnants, dark matter, and even the Universe’s evolution.The most widely accepted theory is that high-energy cosmic rays are created by supernova explosions, but there are many other possibilities. Professor Torii hypothesis that these mysterious cosmic rays originate by the annihilation or decay of weakly interacting massive particles (WIMPS). That is, they are candidates of dark matter.To examine this theory and to truly understand where high-energy cosmic rays originate and propagate, Professor Torii, along with the Japan Aerospace Exploration Agency (JAXA) and in collaboration with NASA and the Italian space Agency (ASI) have developed the Calorimetric Electron Telescope (CALET), now onboard the international space station.Join us on this course on high-energy cosmic rays and get the latest research findings from the International Space Station to help unravel some of our greatest mysteries. Physics"
Macroeconomic Diagnostics,The International Monetary Fund,Intermediate,https://www.edx.org/course/macroeconomic-diagnostics,"Through this course, learn to assess a country’s macroeconomic situation utilizing practical tools that will help you engage in day-to-day macroeconomic analysis.","In this online course on Macroeconomic Diagnostics (MDSx), you will learn some applied tools that will allow you to assess the economic situation in a country. These analytical tools are the ones most used by applied macroeconomists—including those at the IMF. You will learn both how to technically implement these tools and to interpret their results.The course will guide you through the different sectors of an economy. It will present tools to assess the relevant sector and its vulnerabilities. These applied tools will be simple to apply and they will bring out the critical information that an economist needs to make an assessment.Beyond the tools themselves, we’ll also be showing how to refine and interpret their output. We will be doing more than just plugging numbers into a spreadsheet formula. We will want to use the results of these tools – filtered through our judgement – to develop a narrative of a country’s economic situation.To help you make this course more hands-on, you will be examining a case study country called “Diagnostica.” We will run through a series of sector-by-sector assessments. Along the way, we will be demonstrating how to apply the diagnostic by using different country examples. Then, you will be asked to perform that same exercise and interpret it for “Diagnostica.” Finally, we’ll be integrating our sectoral assessments into a comprehensive analysis known as a ‘risk assessment matrix’ or RAM. This will give us a sense of where the major risks and weaknesses lie in Diagnostica’s macroeconomic picture.Macroeconomic Diagnostics is offered by the IMF with financial support from the Government of Japan. Economics & Finance"
BioStatistics,Doane University,Beginner,https://www.edx.org/course/biostatistics-2,"This college-level,credit-eligibleBiostatistics course will teach you the skills required for success in future analytical studies in biology.","This course is credit eligible through Doane University's Open Learning Academy. The Open Learning Academy's 3-4 credit hour courses are designed to provide learners with foundational coursework for undergraduate level programs. It is strongly encouraged that you consult with your institution of choice to determine how these credits will be applied to their degree requirements prior to transferring the credit. In this undergraduate-level biostatistics course, the learners will be introduced to the use of statistics and study designs in biology. Upon successful completion of this course, learners will be able to design experimental, quasi-experimental and observational studies that will meet regulatory guidelines; collect, analyze, and interpret data using appropriate statistical tools. These are skills utilized in bio-statistical research in healthcare as well as other biology related fields. The importance of having these skills is recognized within public health sectors relating to analysis of drug effectiveness and risk factors for different illnesses, effectiveness of heath care interventions as well as helping explain biological phenomena. In addition to fulfilling requirements in undergraduate college programs, this undergraduate level course also provides future healthcare professionals with foundational coursework required for successful entry into a health professions graduate program or medical school. This course may also spark further interest for the learner towards a more advanced degree in biostatistics. The field of biostatistics provides an increasing opportunity for employment. According to the United States Bureau of Labor Statistics, this field will experience a 14% employment growth between 2010 and 2020. BIOL-295x BioStatistics from DoaneX is a credit-eligible course. Learners have the opportunity to experience this same rigorous university-level course on a flexible schedule and earn academic credit when they pass the course with a C or better. Credit details: Number of credit hours for BIOL-295x BioStatistics: 3 credit hours. 
Cost: $500 (USD) - pay for credit earned after passing the course with a C or better. Eligibility:  Biology & Life Sciences"
Results-Based Project Management: Monitoring and Evaluation,Wits University,Intermediate,https://www.edx.org/course/results-based-project-management-monitoring-and-ev,Learn how to use a results-based approach to design and manage public sector programs that deliver tangible benefits and optimize the use of resources.,"In this course, you will learn the basics of results-based project management. After an introduction to the results framework and its associated performance indicators, you will learn how monitoring systems and evaluations provide a crucial source of evidence for management decision-making.This project management course is designed to address the growing demand for managers in Africa and around the world, who can use results-based approaches to design, implement and manage an ever growing range of programs and projects. Monitoring and evaluation (key results based management tools) are increasingly called upon within public service, non-governmental sectors and multi-lateral development agencies to help ensure that resources are put to optimum use and that citizens and beneficiaries are assured of receiving the benefits that are committed to them.The course has been developed in partnership with CLEAR Anglophone Africa and draws upon the centers experience in promoting the use of evidence-based systems across Africa to enhance development practice. Business & Management"
Alzheimer’s Disease & Dementia Care,Salisbury University-University System of Maryland,Intermediate,https://www.edx.org/course/alzheimers-disease-dementia-care,"Provides an overview of Alzheimer’s disease, including pathophysiology, risk factors, stages, symptoms, diagnosis, including medications used to enhance cognitive function. Reviews modified communication strategies that optimize interactions and reduce behavioral expressions. Explores the topic of dementia caregiving, its challenges and resources available, as well as special care considerations when the person with dementia is hospitalized.","Are you a current or future caregiver, or, a nurse or other healthcare professional who wants to learn more about Alzheimer’s disease? Here are the key content areas that will be addressed over 5 modules: Medicine"
Sign Language Science: Emergence and Evolution of Sign Language,Georgetown University,Beginner,https://www.edx.org/course/emergence-and-evolution-of-sign-language,"This course connects the emergence and evolution of signed languages to the history of the people who use these languages. You will learn this concept in depth, especially the legacy and heritage of American Sign Language (ASL).","ASL has a long history and good documentation. This course, Emergence and Evolution of Sign Language, explores the origins of ASL by beginning with the key events and key concepts. How do people learn signed languages? Why do people enjoy using them? This key information will provide a foundation for understanding the relationship between how people use language, how it’s learned, and how a language community is formed and sustained. This foundation will illustrate how the language survives, which is equally important to recognize. These ideas will be discussed in this core course and they provide a foundation of understanding about where language comes from and why they vary.By the end of the course learners should be able to: Language"
International Humanitarian Law,Université catholique de Louvain,Advanced,https://www.edx.org/course/international-humanitarian-law,"Learn how international law regulates armed conflicts, protects individuals in wartime, and guarantees minimum compliance.","Armed conflicts have always existed around the world. Unfortunately, recent events have shown that this phenomenon is becoming increasingly complex, especially with respect to some legal issues, such as: - The definition of combatants when terrorists are involved in the hostilities.
- The detention by rebels of State armed forces.
- The involvement and status of UN peacekeepers in armed conflicts. This course will help you understand these complex legal issues by teaching you the norms governing armed conflicts, also known as ‘International Humanitarian Law’ (‘IHL’).We will address these issues in light of recent practice, including the fight against ISIS and Al-Qaeda in different regions of the world, as well as other recent and older conflicts, such as those in Armenia, Afghanistan, Libya, Mali, and the Israeli-Palestinian one. The course will provide essential theoretical and practical knowledge for students, researchers and academics who wish to specialize in International Humanitarian Law as well as professionals, including members of NGOs, involved in armed conflict situations, or even members of armed forces. In this course, you can choose between an audit (free) track and a verified track ($150 fee). The audit trackThe verified track Law"
Introduction to Astrophysics,École polytechnique fédérale de Lausanne,Beginner,https://www.edx.org/course/introduction-to-astrophysics,Learn about the physical phenomena at play in astronomical objects and link theoretical predictions to observations.,"How can we study the Universe we live in using the only available information it provides us with: light ?This course provides an overview of the physical phenomena at play in the astronomical objects surrounding us, from planets and stars to the cosmic filaments, from galaxies such as our own Milky Way to large galaxy clusters. The course emphasizes the links between theoretical predictions and observations.In this course, you will learn the basics of astrophysics using simplified mathematical developments. In particular, you will learn the role played by gravity in astrophysics, including gravitational lensing, and how matter and radiation interact. The material in this course is essential to follow more advanced astrophysics courses. Physics"
Epidemics I,University of Hong Kong,Beginner,https://www.edx.org/course/epidemics-i,"Explore the science, prevention and control of epidemics in this free online course. In addition to lectures by leading scientists in this field from HKU, this course will feature panel discussions with world leading experts in epidemics. ","“If history is our guide, we can assume that the battle between the intellect and will of the human species and the extraordinary adaptability of microbes will be never-ending.” (1)Despite all the remarkable technological breakthroughs that we have made over the past few decades, the threat from infectious diseases has significantly accelerated. In this course, we will learn why this is the case by looking at the fundamental scientific principles underlying epidemics and the public health actions behind their prevention and control in the 21st century.This is the first (origins of novel pathogens) of the four courses, covers these topics:如果历史是我们的向导，我们可以认为人类的智慧和意志与微生物种惊人的适应性之间的斗争将永远持续下去。”(1)尽管过去的几十年间我们在科技领域取得了令人瞩目的突破，可是传染病对人类的威胁却显著增加。本课程将通过学习流行病学的基础科学原理以及预防与控制流行病的公共卫生措施，对上述现象予以阐释。这是四個课程中的第一个（新型病原體的起源）：---------------------------------------------------------------------------------------------------------------------------------------(1) Fauci AS, Touchette NA, Folkers GK. Emerging Infectious Diseases: a 10-Year Perspective from the National Institute of Allergy and Infectious Diseases. Emerg Infect Dis 2005 Apr; 11(4):519-25. Medicine"
Fundamentals of Macroeconomics,Universidad Carlos III de Madrid,Beginner,https://www.edx.org/course/fundamentals-of-macroeconomics,"This Beginner course to macroeconomic analysis provides a thorough view of what economists know about aggregate production, inflation, unemployment and economic policies and elevates the learner to a first-year undergraduate level.","Are you interested in a serious and solid background in economics? This course offers you a thorough view of everything economists know about markets: their strengths, their failures, and how this view can help you understand the most relevant economic problems. We follow a rigorous approach that combines visual arguments with realistic examplesto help you connect the main economic concepts with your own experiences. The only required knowledge is certain familiarity with graph reading and basic high school mathematics. By the end of this course, you will have explored thekey questions in macroeconomics:  Economics & Finance"
"Blockchain and FinTech: Basics, Applications, and Limitations",University of Hong Kong,Beginner,https://www.edx.org/course/blockchain-and-fintech-basics-applications-and-lim,"Understand the design rationale of blockchain technology, its emerging platforms and applications and uncover the limitations and the opportunities enabled by blockchain applications, particularly as it relates to finance.","Blockchain is a core technology in FinTech. The original design of blockchain focused on the cryptocurrency ""Bitcoin"". Due to its specific characteristics, many companies and users now find blockchain very useful for applications in many areas, not limited to cybercurrencies, including finance, logistics, insurance, medicine and even music. However, the design of blockchain involves cryptographic technology, which cannot be easily understood by those who are not professionals in the area of IT and security. In order to better understand what kinds of applications best fit blockchain and other forms of distributed ledger technology and the potentials of these emerging technologies, it is important to understand the design rationale, the basic technology, the underlying cryptographic fundamentals, and its limitations. This 6-week online coursewill walk you through the following: The course aims at targeting a wide audience: This course will provide learners a good understanding of the technological, applicability, limitations and ""illegal"" usage of the blockchain technology. Computer Science"
Molecular Biology - Part 2: Transcription and Transposition,Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/molecular-biology-part-2-transcription-and-transposition,Strengthen your scientific thinking and experimental design skills in this adventure through transcription and transposition.,"In Part 2 of this Molecular Biology course, you’ll explore transcription of DNA to RNA, a key part of the central dogma of biology and the first step of gene expression.Did you know that transposable elements, the genetic information that can move from location to location, make up roughly 50 % of the human genome? Did you know that scientists have linked their movement into specific genes to the causes of certain diseases? You’ll also learn how these “jumping genes” work and how scientists study them in Molecular Biology: Transcription and Transposition.Are you ready to go beyond the “what"" of scientific information presented in textbooks and explore how scientists deduce the details of these molecular models?Take a behind-the-scenes look at modern molecular genetics, from the classic experimental events that identified the proteins and elements involved in transcription and transposition to cutting-edge assays that apply the power of genome sequencing. We've designed the problems in this course to build your experimental design and data analysis skills.Let’s explore the limits of our current knowledge about the transcription machinery and mechanisms of transposition. If you are up for the challenge, join us in 7.28.2x Molecular Biology: Transcription and Transposition. Biology & Life Sciences"
"One Planet, One Ocean",SDG Academy,Intermediate,https://www.edx.org/course/one-planet-one-ocean,"A holistic view of how the ocean functions, how human interactions with the ocean can be understood, and what solutions are available to support both sustainable use and stewardship of our blue planet.","Is the ocean the real final frontier? Humans have a greater understanding of the surface of the moon than they do of the depths of these waters. But what we know of the ocean proves it hosts a wealth of opportunity – connecting the world; supporting important and basic economic, cultural and environmental functions – despite being under significant threat. Stressed by unsustainable lifestyles and the increasing demands of a growing global population, how do we become good stewards of this massive natural resource? Inthis course,learn from the world's leading experts on ocean science. They will present the issues and potential solutions – grounded in rigorous scientific research – to fight for our endangered waters. This course is for:  Environmental Studies"
Reputation Management in a Digital World,Curtin University,Intermediate,https://www.edx.org/course/reputation-management-in-a-digital-world,"Learn how to develop, manage and protect an organisation’s online reputation through social media including Facebook and Twitter."," In this course, you'll take on the role of a communications manager for a fictional organisation, making key decisions that will affect its online reputation.You will experience:Throughout the course, you’ll learn from real life case studies and gain an understanding of the important role that blogs, Facebook, Twitter, Snapchat and other social platforms play in today’s business world.The digital landscape is fast-paced and continually changing, yet is an equally challenging and exciting environment in which to work. This course is relevant to anyone working in marketing, communications, public relations, social media and advertising.This course is part of the CurtinX MicroMasters Credential in Marketing in a Digital World that is specifically designed to teach the critical skills needed to be successful in this exciting field. In order to qualify for the MicroMasters Credential you will need to earn a Verified Certificate in each of the five courses.You'll learn how to: Communication"
Computer Vision Fundamentals with Watson and OpenCV,IBM,Beginner,https://www.edx.org/course/computer-vision-fundamentals,"Learn about computer vision, one of the most exciting fields in machine learning. artificial intelligence and computer science.","Computer Vision is one of the most exciting fields in Machine Learning, computer science and AI. It has applications in many industries such as self-driving cars, robotics, augmented reality, face detection in law enforcement agencies.In this intro-level course, you will learn about computer vision and its various applications across many industries. As part of this course, you will utilize Python, Watson AI, and OpenCV to process images and interact with image classification models. You will also build, train, and test your own custom image classifiers.This is a hands-on course and involves several labs and exercises. All the labs will be performed in the Cloud and you will be provided access to a Cloud environment completely free of charge.At the end of the course, you will create your own computer vision web app and deploy it to the Cloud.This course does not require any prior Machine Learning or Computer Vision experience, however, some knowledge of Python programming language is necessary. Computer Science"
Japanese Business Management,Waseda University,Intermediate,https://www.edx.org/course/japanese-business-management,Learn about Japanese business management and start down a path to becoming a global leader.,"The Japanese economy was once described as the “rising sun,” overcoming all odds to become an economic superpower. In the late 1980s and early 1990s, many of the largest companies in the world with the highest capitalization were Japanese. Often, the key to Japan's success was attributed to its unique business model, strategies and practices. However, Japan no longer enjoys strong growth. Since the infamous “burst of the bubble”, Japanese companies have slipped from dominance and lost their competitive edge to companies in America, China and other regions. Japan's once highly acclaimed business management has been critiqued, judged, and brought into question. Japan is now in a transitional phase. Some companies are cementing their traditional business practices, others are transforming their strategies entirely, while still others are unsure how to adapt to the new times. This course is essential for anyone aiming to be a global leader. Ithelpsthem understand the basics of Japanese business, Japan's rise (including its successes and failures), and allows them to seefuture potential. The course takes a holistic approach. It looks not only at strategy and practices, but also at the entire management ecosystem. It explores factors ranging from socioeconomic to international interventions that helped shape Japanese corporate culture, strategy and vision. This course has been designed to give future leaders the right mindset to be a global leader. Learners study various corporate philosophies and case studies to see firsthand the benefits - and limitations - of Japanese business management. Business & Management"
Introduction to Cloud Computing,IBM,Beginner,https://www.edx.org/course/introduction-to-cloud-computing-6,"Master the core concepts in Cloud Computing, from service and deployment models, to cloud architecture, security, new technologies, and possible careers.","This course introduces you to the core concepts of cloud computing. You will gain the foundational knowledge required for understanding cloud computing from both business and practitioner perspectives.You will learn about the definition and essential characteristics of cloud computing, its history, emerging trends, and the business case for cloud computing. You also learn about the various cloud service models (IaaS, PaaS, SaaS) and deployment models (Public Cloud, Private Cloud, Hybrid Cloud) and the key components of a cloud architecture (Virtualization, VMs, Storage, Networking, Containers).The course will also familiarize you with emerging trends associated with cloud including, Hybrid Multicloud, Microservices, Serverless, Cloud Native, DevOps, and Application Modernization. You learn about Cloud Security basics and will be introduced to some case studies and career opportunities related to cloud computing.This introduction to cloud computing course from IBM is suitable for anyone who is new to Cloud – whether you just want to understand the Cloud jargon, or are intending to start a career in a Cloud related profession. Computer Science"
Sustainable Urban Development,Delft University of Technology-Wageningen University & Research-Delft University & Wageningen University,Beginner,https://www.edx.org/course/sustainable-urban-development,Learn why cities are key in resolving global urbanization and sustainability challenges and how you can engineer tomorrow’s cities today.,"Did you know that cities take up less than 3% of the earth’s land surface, but more than 50% of the world’s population live in them? And, cities generate more than 70% of the global emissions? Large cities and their hinterlands (jointly called metropolitan regions ) greatly contribute to global urbanization and sustainability challenges, yet are also key to resolving these same challenges.If you are interested in the challenges of the 21st century metropolitan regions and how these can be solved from within the city and by its inhabitants, then this Sustainable Urban Development course is for you!There are no simple solutions to these grand challenges! Rather the challenges cities face today require a holistic, systemic and transdisciplinary approach that spans different fields of expertise and disciplines such as urban planning, urban design, urban engineering, systems analysis, policy making, social sciences and entrepreneurship.This MOOC is all about this integration of different fields of knowledge within the metropolitan context. The course is set up in a unique matrix format that lets you pursue your line of interest along a specific metropolitan challenge or a specific theme.Because we are all part of the challenges as well as the solutions, we encourage you to participate actively! You will have the opportunity to explore the living conditions in your own city and compare your living environment with that of the global community.You will discover possible solutions for your city’s challenges and what it takes to implement these solutions. Your participation will also contribute to wider research into metropolitan regions as complex systems.We invite you to take the first steps in understanding the principles that will be essential to transform metropolitan regions into just, prosperous and sustainable places to live in!This course forms a part of the educational programme of the Amsterdam Institute for Advanced Metropolitan Solutions and is developed by Wageningen UR and TU Delft, two of the founding universities of AMS Institute. Social Sciences"
Introduction to Biomedical Imaging,The University of Queensland,Beginner,https://www.edx.org/course/introduction-to-biomedical-imaging,Discover how medical imaging technologies are complementary and what information they provide to health professionals.,"Imaging technologies form a significant component of the health budgets of all developed economies, and most people need advanced imaging such as MRIs, X-Rays and CT Scans (or CAT Scans) during their life. Many of us are aware of the misinformation sometimes offered in TV dramas, which either exaggerates the benefits or overemphasizes the risks.This medical imaging course provides an introduction to biomedical imaging and modern imaging modalities. The course also covers the basic scientific principals behind each modality, and introduces some of the key applications, from neurological diseases to cancers. This course includes modules specially designed for the general public, whilst also providing some advanced modules which could contribute to professional development in health, engineering and IT industries.Additionally, in the 'advanced' sections in the course you'll learn: Medicine"
"Circuits and Electronics 2: Amplification, Speed, and Delay",Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/circuits-and-electronics-2-amplification-speed-a-2,"Learn how to speed up digital circuits and build amplifiers in the design of microchips used in smartphones, self-driving cars, computers, and the Internet.","Want to learn how to construct an amplifier for mobile phones? Wondering how energy storage elements like capacitors and inductors work, or how to make microchips run faster? This free circuits course taught by edX CEO and MIT Professor Anant Agarwal and colleagues is for you. This is the second of three online Circuits and Electronics courses and is taken by all MIT Electrical Engineering and Computer Science (EECS) majors. Topics covered include: MOSFET large signal and small signal analysis; amplifiers; energy storage elements like capacitors and inductors; and dynamics of first-order networks and circuit speed. Design and lab exercises are also significant components of the course. Weekly coursework includes interactive video sequences, readings from the textbook, homework, online laboratories, and optional tutorials. The course will also have a final exam. This is a self-paced course, so there are no weekly deadlines. However, all assignments are due when the course ends. Electronics"
China’s Political and Intellectual Foundations: From Sage Kings to Confucius,Harvard University,Beginner,https://www.edx.org/course/chinas-political-and-intellectual-foundations-fr-2,"Learn about China’s origins, its integral early thinkers, and competing states and schools of thought.","This course, the first in a comprehensive series on China, introduces you to the history, geography, and culture of the country. Time, space, and identity — enduring issues in Chinese history — are explored. You’ll study China’s early dynasties to understand how physical geography impacted its inhabitants and how the many ethnicities within the country affected Chinese identity. You’ll learn about China’s origins as told in ancient texts and through modern archeology. You’ll explore the first dynasties during the Chinese bronze age, the many facets of Confucianism and his Analects, and the competing schools of thought that followed. New political and moral ideas appear in Chinese culture in this period — ideas that make up the country’s intellectual foundations and still resonate today. Join us to learn about China’s origins and how early concepts in Chinese culture still matter in the 21st century. History"
Introduction to DevOps and Site Reliability Engineering,The Linux Foundation,Beginner,https://www.edx.org/course/introduction-to-devops-and-site-reliability-engineering,Learn how to start transforming your organization using the principles and practices of DevOps.,"As Agile practices started revolutionizing software development, there has been an increasing need to bridge the gap between faster development vs. slower deployment and operational practices. With its modern principles, practices and an array of state-of-the-art automation tools, DevOps provides a path to bring your operations into the Agile manifold, ultimately resulting in faster software delivery, without compromising on quality.As DevOps processes mature, there is a growing need for professionals with expertise in the key practices and tools. DevOps has not only opened up new opportunities for Operations personnel, but also provides them with a logical career progression. There is also an emergence of Site Reliability Engineering as a specific implementation of DevOps. This course has been designed as a first step in the journey of transforming operations into an all round DevOps expert.If you are a manager looking for guidelines on how to start transforming organizations, and understand where to start, this course is for you. If you aspire to make a career in the world of DevOps and Site Reliabilty Engineering, this course is your starting point. Upon completion, you should have a good understanding of the foundation, principles, and practices of DevOps and Site Reliability Engineering.The 2018 Open Source Jobs Report from Dice and the Linux Foundation highlighted the strong popularity of DevOps practices, along with cloud and container technologies. DevOps skills are in high demand, and DevOps jobs are among the highest paid tech jobs. Be at the forefront of revolutionizing technology advancements and of the learning curve. Get the knowledge and skills to understand how to deploy software with confidence, agility and high reliability using modern DevOps and SRE practices. Computer Science"
Sign Language Science: Factors Contributing to Nature Structure,Georgetown University,Beginner,https://www.edx.org/course/sign-language-factors-contributing-to-natural-stru,This course details the development of the type of grammar that occurs whenever a group of people develops and uses a signed language.,"In this course, we will look at how people make sign language work—and to understand this, we have to analyze the actual language. In this course, Professor Ted Supalla will walk you through examples of how alterations within a sign can change its meaning and how this can affect word order in a sentence. This is discussed under the broad term “structure”, because a number of things can influence signed language grammar. Many factors have to be considered, which is why we have to take a layered, cumulative approach here. Language"
Gender and Intersectionality,The University of Iceland,Beginner,https://www.edx.org/course/gender-and-intersectionality,"Gender intersects with everything. Using examples from popular culture, classical literature, and history, this course will teach you how to analyze religious texts and traditions, class divisions, racial inequality, sexualities and nationalism through a gendered lens.","Understanding how gender intersects with various cultural and social concepts is not only essential to understanding gender studies as a scientific discipline, it is also an important part of moving through and experiencing the world as a human being. Understanding gender and intersectionality can help us understand ourselves and the world and culture we live in. This course offers an excellent starting point for anyone coming to gender studies for the first time, or for those already in the field who wish to brush up on the basics through a more visual experience. The course will offer different resources in the form of literature, articles, images, audio, websites, and visual texts about gender in many different contexts. Specifically using examples from popular culture, classical literature, and history, this course will teach you how to analyze religious texts and traditions, class divisions, racial inequality, sexualities, and nationalism through a gendered lens. The course is adapted from a semester length undergraduate level course taught at the University of Iceland.By the end of course, you will be able to: Humanities"
Digital Transformation in Business,"The University of Maryland, College Park-University System of Maryland",Advanced,https://www.edx.org/course/strategic-and-transformational-it-2,Learn about the explosion of technologies that are transforming business and how to strategically leverage technologies to maximize the value--and minimize the risk--to your firm.,"New technologies and “big data” have transformed every facet of business, from accounting to marketing. Technologies like social media, ecommerce platforms, mobile devices, software services, the cloud, artificial intelligence, and the internet of things have created new business processes and products, while displacing and disrupting many others. In order to stay competitive, business leaders need to understand these emerging technologies, assess their inherent opportunities and challenges, and strategically maneuver the organization to maximize the value--and minimize the risk--of digital transformation.This course will help you assess the most critical digital technologies that affect your business sector and how you can leverage them to realize efficiencies. We’ll discuss when and how to appropriately commoditize the data these technologies produce and ultimately, how the strategic deployment of technology can transform an organization. Business & Management"
Designing and Creating Trousers,The Hong Kong Polytechnic University,Beginner,https://www.edx.org/course/designing-and-creating-trousers,"Learn the construction and style adaptations of trousers for men and women, from a design and creation perspective, completing the course with your own designed, and made to measure finished trouser sample.","Designing and creating trousers will teach learners how to design and make trousers for men and women, by recording key body measurements, developing the ability to create unique designs, and made to measure patterns to create unique garments. Learners will understand how to record body measurements used to create trousers for men and women, and develop the knowledge and skills to adapt the basic blocks into unique designs, with activities to create different waistbands, pockets, openings, and different trouser shapes and designs. Learners will develop the skills to create trouser patterns, and adapt patterns into individual designs; creating specification sheets for commercial patterns and manufacturing. With tutorials in pattern making and sewing techniques, learners will develop the skills to hand or machine sew garments to fit their own body shape, developing the skills and knowledge to manufacture clothing, including fit analysis, and adjusting the fit of clothing to specific body shapes and size. Gaining valuable knowledge in the art of made to measure clothing, and how to obtain a perfect fit of a garment. The skills obtained from the technical creation side of the course will give learners the understanding of garment details and components, and provide the foundation to design a whole range of different trouser designs, leg lengths, widths, pocket styles and fabrics used in different casual and tailored looks. This course will prepare learners for a career within the fashion industry, gaining a foundation of knowledge to complete an undergraduate programme, or work within the fashion industry as a designer, pattern cutter, merchandiser or fit technologist. They will understand how to make patterns, sew garments, fit to a person and design skills in creating trousers to specific body shapes. The knowledge and skills obtained in this course will provide a foundation of core abilities, which are used within the fashion industry. Design"
"Human Rights, Human Wrongs: Challenging Poverty, Vulnerability and Social Exclusion",SDG Academy,Intermediate,https://www.edx.org/course/human-rights-human-wrongs-challenging-poverty-vuln,"With complex legal protections and varying societal norms, how do we ensure rights for all?","From women to children to indigenous peoples, the rights of marginalized groups the world over are violated daily. These injustices affect not just these groups, but also the stability of our world – and our collective future. Join this massive open online course to learn about the establishment of human rights and their linkages to many other global issues in sustainable development. Using legal frameworks as the lens, the course explores the barriers that prevent rights from becoming reality in different societies. This course is for: Social Sciences"
Industry 4.0: How to Revolutionize your Business,The Hong Kong Polytechnic University,Beginner,https://www.edx.org/course/industry-40-how-to-revolutionize-your-business,"An introduction to the fourth industrial revolution, it's major systems and technologies and how new products and services will impact business and society.","We have witnessed the power of mechanization in the early nineteen century, automation in the seventies, information and the internet in the last decades. But now, the adaptation of connected intelligence into the business and social fabrics is advancing at an astonishing speed, which will completely change the way we conduct business. In this course,we will discuss changes/predictions we forsee in the future, such as: This course will explain how these changes will be brought about by the extensive use of digital intelligence, which will be available on mobile, internet, and pervasive computing as homes, offices and factories become a well knitted cyber-physical system. Enabling tools such as Cloud Computing, Big Data, Internet of Things and Cyber Physical Systems are introduced. Automation, intelligence and collaborations are also discussed with particular reference to smart manufacturing, smart products/services and smart cities, and their opportunities and challenges. This is not a technical course; instead part of the focus is on organizational readiness, skills gaps and competencies for knowledge workers to fully leverage the power of Industry 4.0. Suitable for learners from all disciplines and interested in the mega changes to our society. Business & Management"
"MathTrackX: Polynomials, Functions and Graphs",University of Adelaide,Beginner,https://www.edx.org/course/mathtrackx-polynomials-functions-and-graphs,"Develop an understanding of polynomials, functions and graphs and how these build the foundation for more complex mathematical concepts.","This course is part one of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.This course will lay down the foundations of basic mathematical vocabulary and play a role in communicating key concepts throughout the MathTrackX Program. A central concept underpinning this course is the mathematical concept of function. Functions occur throughout mathematics and an understanding of them is essential.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will introduce functions, the algebra of numbers & polynomials and sets of numbers and intervals of the real number line.Join us as we provide opportunities to develop your skills and confidence in these mathematical functions. Math"
Sustainable Food Security: Crop Production,Wageningen University & Research,Intermediate,https://www.edx.org/course/sustainable-food-security-crop-production,Learn the basics of crop production and find out how to feed the future world population without depleting our planet’s resources!,"Crop production: learn about agriculture and food production for the futureHow much food will be available for humankind in the future? Feeding nine billion people in 2050 without exhausting the planetary reserves is perhaps the greatest challenge humanity has ever faced.In this course of the XSeries in environmental studies, you will examine the principles of crop production. You will learn about the ‘availability pillar’ of global food security that lies at the heart of food production, applicable to both crops and animal production. This course will discuss why yields in some parts of the world are lagging behind and identify the agro-ecological drivers that shape the broad diversity of production systems. Also, key issues relating to the closing of yield gaps and the difference in visions of sustainability will be explored.Systems-based approach at Wageningen UniversityThe University of Wageningen offers an excellent combination of conducting research worldwide and educating in the area of ‘healthy food and living environment’. Through its unique systems-based approach to food systems, the institute adds the phase of primary production to the broad context of global food security.This is why you should sign upIf you want to enrich your views and action perspectives related to global food security and food systems, you can sign up as a:After successful completion of both practice and graded questions related to this course, you will:A verified edX certificate provides proof for an employer, school, or other institution that you have successfully completed this online course.In this course, you will learn about crop production from professor Ken E. Giller:  Biology & Life Sciences"
Network and Security Foundations,Western Governors University,Beginner,https://www.edx.org/course/network-security-foundations,"This course introduces the components of a computer network and the concept and role of communication protocols. The course covers widely used categorical classifications of networks, as well as network topologies, physical devices, and layered abstraction. The course also introduces basic concepts of security, covering vulnerabilities of networks and mitigation techniques, security of physical media, and security policies and procedures.","As computer systems become smaller, cheaper, and more readily accessible, it seems everyone is connected at the touch of a button. Organizations struggle to remain efficient as they manage growing numbers of single-user computer systems. These systems require interconnectivity to exchange data, share resources, and access more powerful computers for tasks too complicated for local computers to process. All of these activities require computing devices to access multiple networks. This course introduces networks such as the local area network (LAN), the enterprise network, the campus area network (CAN), the metropolitan area network (MAN), metro Ethernet, the personal area network (PAN), the virtual private network (VPN), and the wide area network (WAN).
The course discusses the essentials for implementing modern computer networks. Each lesson goes through the various networking technologies. The course introduces the concepts and practices associated with network security vulnerabilities, threats, risk mitigation, and the policies and procedures associated with security management.In this course, you will learn about the following concepts:  Computer Science"
Cannabis Cultivation and Processing,Doane University,Beginner,https://www.edx.org/course/cannabis-cultivation-and-processing,"Investigate the cultivation and processing of cannabis, starting from seeds to a diversity of end products for a global market.","This course will cover topics related to breeding, growing, and processing cannabis. Cultivation conditions, plant needs like lighting, care schedules, drying, and curing will be discussed. Learners will survey the basics of cannabis extraction, refinement, purification, and other post-harvesting techniques. Environmental Studies"
"Data, Models and Decisions in Business Analytics",Columbia University,Advanced,https://www.edx.org/course/data-models-and-decisions-in-business-analytics,Learn fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.,"In today’s world, managerial decisions are increasingly based on data-driven models and analysis using statistical and optimization methods that have dramatically changed the way businesses operate in most domains including service operations, marketing, transportation, and finance.The main objectives of this course are the following:Topics covered include probability, statistics, regression, stochastic modeling, and linear, nonlinear and discrete optimization.Most of the topics will be presented in the context of practical business applications to illustrate its usefulness in practice. Business & Management"
Data Structures Fundamentals,"The University of California, San Diego",Intermediate,https://www.edx.org/course/data-structures-fundamentals,This course is part of a MicroMasters® Program,"A good algorithm usually comes together with a set of good data structures that allow the algorithm to manipulate the data efficiently. In this course, part of the Algorithms and Data Structures MicroMasters program, we consider the common data structures that are used in various computational problems. You will learn how these data structures are implemented in different programming languages and will practice implementing them in our programming assignments. This will help you to understand what is going on inside a particular built-in implementation of a data structure and what to expect from it. You will also learn typical use cases for these data structures.A few examples of questions that we are going to cover in this course are:We look forward to seeing you in this course! We know it will make you a better programmer. Computer Science"
Shaping Work of the Future,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/shaping-work-of-the-future,Explore ways to improve job opportunities and develop a personal plan for lifelong career success.,"Are you concerned about the impact of new technologies will have on the workforce? Are you interested in what you can do to build a better work for yourself and the next generation? If we take the right actions, we can shape the future of work in ways that meet the needs of workers, families, and their economies and societies. To do so, we first have to understand how work is changing, how firms can prosper and support good jobs and careers, and how to update the policies, institutions, and practices governing the world of work. The goal of this course is to understand the relationship between new technologies, work and society and develop plans of action for improving the job and career opportunities for today and tomorrow's workforce. We'll start by looking at the challenges we face today and in the near future in regards to globalization and technology change, as well as the unique opportunities that they present. Then we will take a deep dive into the history of work and employment to understand how the it affects us today, as well as to look at solutions that worked well in response to similar problems. We'll look at the impact advances in technology are having across industries, and the ways in which these technologies are transforming the nature of human work and skills needed. We will explore ways in which we as a society can and should shape and catalyze these new technologies to complement and augment human work, rather than replace it. We'll also take you on a personal journey, where you will learn what employers expect in today's world of work--the skills, flexibility, and knowledge that are crucial for success in the contemporary workplace. We'll examine what has to happen in order for employers, workers, governments, and educators to come together to forge new policies, rules, and understandings for governing the world of work in the 21st century, and together as a class forge a new social contract of work as well as a personal action plan to implement it. Many colleagues and groups around the world share our deep concern for these issues and are studying how to address them in their specific settings. We invite each of you to join us and to share your insights and ideas about how we can make work, work better for all in the years ahead. In this spirit we will draw on our own expert group here--ourMIT Task Force on Work of the Future. Together we can make a difference for the next generation workforce, our economies, and our societies. Business & Management"
"Design Thinking: Ideation, Iteration and Communication",Rochester Institute of Technology,Intermediate,https://www.edx.org/course/design-thinking-ideation-iteration-and-communicati,Learn how ideas transform into solutions through iteration and validation along with best practices for communicating your solution to stakeholders.,"Designing a successful and innovative solution requires creative ideas and their iteration. As critical phases of the design thinking process, ideation and iteration are often what distinguish design thinking from traditional or linear problem-solving approaches. This course, part of the Design Thinking MicroMasters program, will explain and provide context and instruction on essential ideation techniques such as:After ideation, the solution(s) that best address the original problem are chosen to present. This course will discuss best practices for selecting solutions and common pitfalls to avoid when communicating solutions to a client. Business & Management"
Negotiation Strategies and Styles,Tecnológico de Monterrey,Intermediate,https://www.edx.org/course/negotiation-strategies-and-styles,It describes the different negotiation strategies based on expected results and their impact on the relationship between the parties involved.,"The dilemma of the negotiator is a phenomenon that is derived from the tension that arises when, in the light of a specific situation, the optimum negotiation strategy must be discerned. The term was made popular by Professors David Lax and James Sebenius, of the Harvard Business School, to exemplify the dilemma between cooperating and competing in a negotiation.In this course, we first analyze the structure of the Dual Matrix that brings forth the five negotiation strategies, identifying the strengths and weaknesses of each, and the situations in which they work out best.We study the behaviours that lead to each strategy in order to reflect about our negotiation profile, which has historically driven us to use a preferential strategy, but which is not necessarily yielding the results expected.The participant will develop competences for strategic decision making, which will enable him to achieve the greatest benefit from a negotiation, in terms of creation of value and satisfaction between the parties involved.Identify negotiation styles based on the results and relationships in a negotiation.Analyze the most effective strategic options in different negotiation contexts.Solve complex problems that meet the interests and objectives of the parties involved. Business & Management"
"Understanding Agribusiness, Value Chains, and Consumers in Global Food Systems",University of Adelaide,Intermediate,https://www.edx.org/course/understanding-agribusiness-value-chains-and-consum,"Learn about the dynamic business of food and agriculture, exploring value chain thinking and the role consumers play in our rapidly evolving food systems.","Agribusiness is at the core of most economies around the world. The business of feeding peopleremains both complex and extremely important. According to the World Bank, food and agribusiness is a US $5 trillion industry that represents 10 percent of global consumer spending. In a global food system impacted by growing populations, economic growth, globalization, climate challenges, disruptive technologies, and evolving consumer demands, we must find smarter ways to produce food and to operate food businesses. Guided bythe team at The Centre for Global Food and Resources, this course will introduce the concepts at the heart of agribusiness; including value chain thinking, the dynamics of markets, and the changing nature of consumer behavior. You will learn what it is that sets agribusiness apart from other business sectors and the difference between supply chain and value chain thinking. You will gain an understanding of food markets and the distinctive factors that influence them. There will be a focus on the role that consumers play in the value chain - why they make the food choices they do and what changing food demand means for agribusiness. This course will showcase Australian agribusinesses, providing genuine insights into the concepts discussed. In an increasingly complex sector, this course will help you think differently about the challenges and the opportunities that lie ahead for agribusiness. Business & Management"
Unlocking Information Security: Part II,IsraelX-Tel Aviv University,Intermediate,https://www.edx.org/course/unlocking-information-security-part-2,Continue learning how systems are hacked and defended.,"Information Security is everywhere: as the world becomes more and more digitized, so it becomes more and more hackable. Cyber attacks, data breaches, and even cyber warfare are all very real - so it's infinitely important to understand how hackers think and act, and how you can fight back.In this course, which is the second part of the Unlocking Information Security program, you will turn your attention to the Internet: you'll start by learning about the inherent vulnerabilities lurking in the multiple layers of the Internet's protocol stack and then meet the first line of internet defenses. Next, you'll take an in-depth look at the modern cryptographic concepts that are at the core of internet security and discover the mathematical miracle that makes them possible.With all this in mind, you will take a deep survey of the world wide web; understand the various technologies behind websites, how web servers and web browsers interact, how they can be attacked, and how they should be defended. Finally, you will learn about viruses, worms and trojans: what they are, how they spread, hide and attack, and the arms-race between them and the anti-virus industry.This course was produced at Tel Aviv University by TAU Online - learning innovation center. Computer Science"
Human Rights Defenders,Amnesty International,Beginner,https://www.edx.org/course/human-rights-defenders-2,"Human rights defenders have the courage to stand up against injustice. Learn about their stories, struggles and successes. Explore how defenders mitigate risk, take action to defend human rights, and how you can use your voice to join the fight, too.","Human rights defenders are people who have the courage to stand up against injustice. In this online course, you will follow their stories, learn how they mitigate risks and explore the creative ways they use to speak up. You will find out what drives them to take action, witness what defenders can achieve and discover how you can use your voice to defend your rights and those of others. Together we'll explore: You will be challenged to take part in discussions with other course participants, reflect on human rights issues you care about, and create a practical toolkit that serves as a personal guide to defending human rights. This is Amnesty International's third Massive Open Online Course. Be prepared for active learning, connecting with course participants from across the world and to become part of a global community dedicated to taking action to defend human rights everywhere. This course is also available in Spanish, French, and Arabic. Social Sciences"
Product Design: The Delft Design Approach,Delft University of Technology,Intermediate,https://www.edx.org/course/product-design-the-delft-design-approach,Learn to design meaningful products and services in this Beginner design course.,"Do you want to learn how to design? Using the Delft Design Approach, you will learn how to use a number of key design methods to create meaningful products and services.This course is an introduction to the Delft Design Approach offering a model and a set of signature methods from Delft to teach you how to get from understanding the user in context to defining a meaningful design challenge and - in the end - deliver a great design! The course challenges you to experience the design process yourself and reflect on your work with the help of students and excellent teaching staff from Delft, and industrial experts.No previous knowledge of design methods is required, yet some experience with designing (something) is helpful. This course has been awarded with the 2015 Open Education Award for Excellence in the category 'Open MOOC' by the Open Education Consortium. Business & Management"
Circuits and Electronics 3: Applications,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/circuits-and-electronics-3-applications-2,"Learn about cool applications, op-amps and filters in the design of microchips used in smartphones, self-driving cars, computers, and the internet.","Want to learn how your radio works? Wondering how to implement filters using resistors, inductors, and capacitors? Wondering what are some other applications of RLC and CMOS circuits? This free circuits course, taught by edX CEO and MIT Professor Anant Agarwal and MIT colleagues, is for you. The third and final online Circuits and Electronics courses is taken by all MIT Electrical Engineering and Computer Science (EECS) majors. Topics covered include: dynamics of capacitor, inductor and resistor networks; design in the time and frequency domains; op-amps, and analog and digital circuits and applications. Design and lab exercises are also significant components of the course. Weekly coursework includes interactive video sequences, readings from the textbook, homework, online laboratories, and optional tutorials. The course will also have a final exam. This is a self-paced course, so there are no weekly deadlines. However, all assignments are due when the course ends. Electronics"
Vaccines: from smallpox to technologies of the future,KU Leuven University,Intermediate,https://www.edx.org/course/vaccines-from-smallpox-to-technologies-of-future,"Gain insights in the past, present and future of global immunization.","Do you want to broaden your knowledge on vaccinology or get a first well-balanced introduction to different aspects of the vaccine field? Then tune in for this MOOC!Do you know vaccines have proven to be one of the most powerful and effective ways of reducing morbidity and mortality and even eradicating diseases? Within this MOOC, we will elaborate on the burden of some infectious diseases. Besides the history of vaccines and the impact on mankind, a module will be dedicated to vaccine immunology.You will learn more about the different stages in vaccine development and the (sometimes) troublesome path to reach those most in need. Big steps forward have been made, but there are still challenges to tackle, including the recent vaccine hesitancy leading to a worrisome reduction in vaccination rates.A novel vaccine platform technology, named PLLAV (i.e. plasmid-launched live-attenuated viral vaccine) will be highlighted as well.This MOOC is aimed at all stakeholders in the vaccine field like students, parents, scientists, NGOs, politicians and many more. Medicine"
Circular Economy for a Sustainable Built Environment,Delft University of Technology,Intermediate,https://www.edx.org/course/circular-economy-for-a-sustainable-built-environ-2,Learn how the principles of the Circular Economy can be applied to the built environment ranging from products and buildings to metropolitan and regional development strategies.,"Building construction is one of the most waste producing sectors. In the European Union, construction alone accounts for approximately 30% of the raw material input. In addition, the different life-cycle stages of buildings, from construction to end-of-life, cause a significant environmental impact related to energy consumption, waste generation and direct and indirect greenhouse gas emissions. The Circular Economy model offers guidelines and principles for promoting more sustainable building construction and reducing the impact on our environment. If you are interested in taking your first steps in transitioning to a more sustainable manner of construction, then this course is for you! In this course you will become familiar with circularity as a systemic, multi-disciplinary approach, concerned with the different scale, from material to product, building, city, and region. Some aspects of circularity that will be included in this course are maximizing reuse and recycle levels by closing the material loops. You will also learn how the Circular Economy can help to realign business incentives in supply chains, and how consumers can be engaged and contribute to the transition through new business models enabling circular design, reuse, repair, remanufacturing and recycling of building components. In addition, you will learn how architecture and urban design can be adapted according to the principles of the Circular Economy and ensure that construction is more sustainable. You will also learn from case studies how companies already profitably incorporate this new theory into the design, construction and operation of the built environment.At the end of the course you will be able to:  Architecture"
Agile Innovation and Problem Solving Skills,"The University of Maryland, College Park-University System of Maryland",Advanced,https://www.edx.org/course/agile-solutions-for-greater-innovation,Learn how to deliver greater value through Agile solution targeting and theory of constraints that unleash your team's innovative potential.,"Version 2 of this course series delivers beyond the original agile certification. It includes updated content, better audit and verified learner experiences, and bonus videos on key topics.The follow-on to this course series on “Advanced Scrum” is expected by the end of Summer 2020. ****Innovative products and services change lives, and having the right innovative process creates an competitive advantage. Ultimately, innovation is about one thing: problem solving. ****As an agile problem solver, you'll need to expand your critical thinking skills to address the key sources of risk in developing best solutions for your new products and business lines. The Problem-solving techniques covered begin with problem definition, beginning with job descriptions and applying the right soft skills to enhance requirements gathering. This ensures you're targeting a good problem to solve, and that you understand the business model. The course then moves on to practices such as ""brainstorm and storm drain"" to target new creative solutions. You will learn how innovation works on fast feedback cycles to test possible solutions and target root causes of defects. Creative thinking isn't a straight line, and neither should the problem-solving process be a straight line. Each course of action needs early and frequent testing. ****Key lessons taught in this course are:By following best practices of Agile, including timeboxes, constraint-based thinking processes, and empathetic problem solving, you'll learn how to provide a sustainable innovation environment for your teams.While this course will not make you an agile certified practitioner (PMI-ACP), or certified scrum master (CSM), it offers a more fundamental agile certification based on agile principles and how agile innovation is accomplished in industry today. You'll finish this course more than ready to continue your agile journey, which we hope takes you to the next course in the series on “Agile Leadership Principles and Practices.”Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). ****Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). Engineering"
International Investment Law,Université catholique de Louvain,Advanced,https://www.edx.org/course/international-investment-law,Learn the features and dynamics of an important field of international law that grants rights to foreign investors to foster States’ development.,"Are you aware of the controversial situations facing States and foreign investors nowadays in relation to, for instance, the protection of public health and the environment? Do you recall recent cases such as Philip Morris v Uruguay and Vattenfall v Germany?In the aftermath of these high profile cases and in the context of the negotiation of new international investment agreements, like the CETA and the TPP, local populations, policy-makers and NGOs have come to realize the societal importance of international investment law. Passionate and sometimes ill-informed discussions have resulted from this realisation. They have focused on the features of international investment law, which has traditionally granted rights to foreign investors to foster States’ economic development. Central to these discussions are the issues of:Learning and understanding the features and dynamics of international investment law is key not only for international lawyers and policy-makers, but it is also important knowledge for all well-informed citizens.In this law course, you will:At the end of this course, you’ll be able to: Law"
Animation and CGI Motion,Columbia University,Advanced,https://www.edx.org/course/animation-and-cgi-motion-2,Learn the science behind movie animation from the Director of Columbia’s Computer Graphics Group.,"How do you create realistic animations? How do you predict the motion of materials? It’s key to the success of animated films to ensure (was insure) audiences believe in characters.This course will show you how to create lifelike animations focusing on the technical aspects of CGI animation and also give you a glimpse into how studios approach the art of physically-based animation.You will learn the fundamental concepts of physical simulation, including:These concepts will be put into practice in the programming assignments spanning: Computer Science"
Terrorism and Counterterrorism,Georgetown University,Beginner,https://www.edx.org/course/terrorism-and-counterterrorism,"What is the danger of terrorism, and how can the world respond effectively?","Terrorism has gone from a persistent yet marginal security concern to one of the most important security problems of our day. There are few countries that do not suffer from some form of terrorism. Though many attempts at terrorism fail, some groups wage lengthy and bloody campaigns and, in exceptional cases, kill hundreds or even thousands in pursuit of their ends.This course on terrorism will explore the nuances involved in defining terrorism; the nature of Al Qaeda, Hamas, the Islamic State, and other important groups; the effectiveness of different counterterrorism tools; terrorist recruiting, counterterrorism and the rule of law; the political context in South Asia and the Middle East; and the terrorist use of technology.For those interested in an abbreviated version of this course, the 3-section course Terrorism and Counterterrorism: An Introduction is available here. Humanities"
Solar Energy: Photovoltaic (PV) Energy Conversion,Delft University of Technology,Advanced,https://www.edx.org/course/solar-energy-photovoltaic-pv-energy-conversion,"Learn how solar cells generate electricity, and about the semiconductor physics and optics required to design and manufacture solar cells.","The key factor in getting more efficient and cheaper solar energy panels is the advance in the development of photovoltaic cells. In this course you will learn how photovoltaic cells convert solar energy into useable electricity. You will also discover how to tackle potential loss mechanisms in solar cells. By understanding the semiconductor physics and optics involved, you will develop in-depth knowledge of how a photovoltaic cell works under different conditions. You will learn how to model all aspects of a working solar cell. For engineers and scientists working in the photovoltaic industry, this course is an absolute must to understand the opportunities for solar cell innovation. This course is part of the Solar Energy Engineering MicroMasters Program designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems. We recommend that you complete this course prior to taking the other courses in this MicroMasters program.Audit learners can develop their skills and knowledge in relation to the above learning objectives by having access to the video lectures, a limited number of practice exercises and discussion forums. Verified learners are offered a number of study tools to demonstrate they have mastered the learning objectives. They will have access to all exercises: practice, graded and exam questions. Engineering"
Information Technology Foundations,Western Governors University,Beginner,https://www.edx.org/course/information-technology-foundations,"Information Technology Foundations examines IT as a discipline and its various roles and functions. The course covers IT disciplines including systems and services, network and security, scripting and programming, data management, and the business of IT. The course also surveys technologies within these disciplines.","Information technology (IT) can be viewed as a system, a combination of independent parts all working together to accomplish a certain goal. Systems are everywhere. For example, the respiratory, circulatory, nervous, and other subsystems of the body work together towards the common goal of keeping humans alive. IT is similar in that it consists of various subsystems all working towards a common goal. Information Technology Foundations will examine how the system called IT helps an organization advance its business goals and vision, resulting in improved growth, profits, and productivity. The course will explore the different components of IT and how they work together as a system to support the different aspects of an organization. Specifically, the course will explore different categories of software such as operating systems, programming, and databases. The hardware components that will be examined are the structure of computers and their peripherals. The role of people will be an important focus of the course, describing which roles are necessary for the IT system to function efficiently and effectively. This focus includes the various administrative roles, the methodologies used by people tasked with developing new systems, and the ethical issues that must be considered by individuals involved with IT. In IT, as with many other systems, the independent parts must be integrated together to reach the common goal. This integration is accomplished by networking, which encompasses the core components of hardware, software, and users. IT supports and improves many aspects of an organization, including communication (both internal and external), resource sharing, cross-department integration, information management, security of organization and employee information, and organization adherence to ethical practices. Computer Science"
Dealing with Power and Dynamics: Discover Your Leadership Style and Influence Stakeholders,Delft University of Technology,Intermediate,https://www.edx.org/course/influencing-stakeholders-discover-your-leadershi-2,This course is part of a Professional Certificate,"In our interconnected and complex world, leaders are faced with both internal and external stakeholders. Problems have to be solved within complex networks of stakeholders, each with their own dynamics, interests, perspectives and power. As leaders, engineers have clear advantages: they are analytical, technically skilled, project-based, good with numbers and well-used to problem-solving. However, engineers cannot rely on this skillset alone when exercising leadership in today’s world.Upon completion of this course you will be introduced to an influencing mindset and toolkit, in order to use a set of cohesive strategies for dealing with stakeholders – both cooperative and non-cooperative stakeholders.  Business & Management"
Instructional Design and Technology: Learning Theories,University System of Maryland-University of Maryland Global Campus,Intermediate,https://www.edx.org/course/instructional-design-and-technology-learning-the-2,Explore emerging learning theories and interactive technologies to create engaging experiences for today’s connected students.,"Technology, digital media and mobile access have changed how people learn. Today’s students want to be engaged and self-directed with digital content, available anytime, anywhere. This is a challenge for instructional designers as they create online learning experiences.As an instructional designer, it’s critical to understand emerging learning theories including Bloom’s taxonomy and constructivism and how they relate to the way people learn in our digitally connected world. This course, which is part of the Instructional Design and Technology MicroMasters Program, explores the evolution of learning theories from traditional Socratic methods to emerging learning sciences. Additionally, you will explore curriculum design models using performance-based assessments to create effective and engaging learning experiences.After a solid foundation of how people learn today, you will explore technology’s role in supporting and enhancing the teaching and learning process.Previous background in teaching or professional development is a plus, but not required. Join us and launch your career as an instructional designer. This course is part of the Instructional Design and Technology MicroMaster’s program from UMGC. Upon completion of the program and receipt of the verified MicroMaster’s certificate, learners may then transition into the full UMGC Master’s Program in Learning Design and Technology. See the MicroMasters program page for more information. Education & Teacher Training"
"Algorithms: Design and Analysis, Part 2",Stanford University,Intermediate,https://www.edx.org/course/algorithms-design-and-analysis-part-2-2,"Welcome to the self paced course, Algorithms: Design and Analysis, Part 2! Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This course is an introduction to algorithms for learners with at least a little programming experience.","Welcome to the self paced course, Algorithms: Design and Analysis, Part 2! Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This course is an introduction to algorithms for learners with at least a little programming experience. The course is rigorous but emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details. After completing this course, you will have a greater mastery of algorithms than almost anyone without a graduate degree in the subject.Specific topics in Part 2 include: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes), dynamic programming (knapsack, sequence alignment, optimal search trees, shortest paths), NP-completeness and what it means for the algorithm designer, analysis of heuristics, local search.Learners will practice and master the fundamentals of algorithms through several types of assessments. There are 6 multiple-choice problem sets to test your understanding of the most important concepts. There are also 6 programming assignments, where you implement one of the algorithms covered in lecture in a programming language of your choosing. The course concludes with a multiple-choice final.There are no assignment due dates and you can work through the course materials and assignments at your own pace. Computer Science"
The Math of Data Science: Linear Algebra,Rice University,Intermediate,https://www.edx.org/course/math-of-data-science-linear-algebra,"This course is an introduction to linear algebra. You will discover the basic objects of linear algebra – how to compute with them, how they fit together theoretically, and how they can be used to solve real problems.","Linear algebra is at the core of all of modern mathematics, and is used everywhere from statistics and data science, to economics, physics and electrical engineering. However, learning the subject is not principally about acquiring computational ability, but is more a matter of fluency in its language and theory.In this course, we will start with systems of linear equations, and connect them to vectors and vector spaces, matrices, and linear transformations. We will be emphasizing the vocabulary throughout, so that students become comfortable working with the different aspects.We will then introduce matrix and vector operations such as matrix multiplication and inverses, paying particular attention to their underlying purposes. Students will learn not just how to calculate them, but also why they work the way that they do.We willdiscuss the key concepts of basis and dimension, which form the foundation for many of the more advanced concepts of linear algebra.The last chapter concerns inner products, which allow us to use linear algebra for approximating solutions; we will see how this allows for applications ranging from statistics and linear regression to digital audio.The relationships between linear equations, matrices, and linear transformations; the principles of vector and matrix operations; the significance of basis and dimension of a vector space; the applications of inner products and orthogonality. Math"
The Hardware of a Quantum Computer,Delft University of Technology,Intermediate,https://www.edx.org/course/hardware-of-quantum-computer,"Learn how a quantum computer could be physically build, and how it could be controlled.","There is no doubt that the quantum computer and the quantum internet have many profound applications, they may change the way we think about information, and they could completely change our daily life.The aim of this course is to help you get up to speed with current progress in the transition to a quantum information era. After an initial review of some of the basic concepts and operating principles of the quantum computer and quantum internet (e.g. the ket notation and quantum bits, the qubits), the course will feature an extensive discussion on some of the different ways qubits can be built. Then, we will discuss the four types of qubits that QuTech focuses on: topological qubits, spin qubits, trans qubits and NV center qubits. The course is a journey of discovery, so we encourage you to bring your own experiences, insights and thoughts via the forum! This course is authored by experts from the QuTech research center at Delft University of Technology. In the center, scientists and engineers work together to enhance research and development in quantum technology. QuTech Academy’s aim is to inspire, share and disseminate knowledge about the latest developments in quantum technology. Physics"
Leadership focused on Human Flourishing,Tecnológico de Monterrey,Intermediate,https://www.edx.org/course/leadership-focused-on-human-flourishing,"It describes the elements of the Leadership model oriented towards human flourishing, in order to develop leaders who achieve better results.","It describes the elements of the Leadership model oriented towards human flourishing, in order to develop leaders who achieve better results.We are facing a world leadership crisis, due to (among other factors) the volatile, uncertain, complex, and ambiguous context we are living in.The world needs self-aware leaders who are also aware of their environment, immersed in a permanent learning process, who are committed, resilient, with a positive vision of the present and the future, who find meaning in their life mission, and who flourish by contributing to the flourishing of others.This course will bring the necessary tools to develop a human-flourishing-oriented-leadership.Identify opportunities for personal improvement within the five elements of the Leadership Focused on Human Flourishing model.Develop the skills that will allow you to achieve and optimize results at work.Understand the relationship between happiness, leadership, and flourishing. Business & Management"
Automata Theory,Stanford University,Advanced,https://www.edx.org/course/automata-theory,"This course covers the theory of automata and languages. We begin with a study of finite automata and the languages they can define (the so-called ""regular languages."" Topics include deterministic and nondeterministic automata, regular expressions, and the equivalence of these language-defining mechanisms.","We begin with a study of finite automata and the languages they can define (the so-called ""regular languages."" Topics include deterministic and nondeterministic automata, regular expressions, and the equivalence of these language-defining mechanisms. We also look at closure properties of the regular languages, e.g., the fact that the union of two regular languages is also a regular language. We consider decision properties of regular languages, e.g., the fact that there is an algorithm to tell whether or not the language defined by two finite automata are the same language. Finally, we see the pumping lemma for regular languages -- a way of proving that certain languages are not regular languages.Our second topic is context-free grammars and their languages. We learn about parse trees and follow a pattern similar to that for finite automata: closure properties, decision properties, and a pumping lemma for context-free languages. We also introduce the pushdown automaton, whose nondeterministic version is equivalent in language-defining power to context-free grammars.Next, we introduce the Turing machine, a kind of automaton that can define all the languages that can reasonably be said to be definable by any sort of computing device (the so-called ""recursively enumerable languages""). We shall learn how ""problems"" (mathematical questions) can be expressed as languages. That lets us define problems to be ""decidable"" if their language can be defined by a Turing machine and ""undecidable"" if not. We shall see some basic undecidable problems, for example, it is undecidable whether the intersection of two context-free languages is empty.Last, we look at the theory of intractable problems. These are problems that, while they are decidable, have almost certainly no algorithm that runs in time less than some exponential function of the size of their input. We meet the NP-complete problems, a large class of intractable problems. This class includes many of the hard combinatorial problems that have been assumed for decades or even centuries to require exponential time, and we learn that either none or all of these problems have polynomial-time algorithms. A common example of an NP-complete problem is SAT, the question of whether a Boolean expression has a truth-assignment to its variables that makes the expression itself true. Computer Science"
Foundations of Central Bank Law,The International Monetary Fund,Intermediate,https://www.edx.org/course/foundation-of-central-bank-law,"This online course, presented by the IMF Institute and the IMF Legal Department, introduces participants to the foundations of central bank law. The course covers the legal issues that are necessary to support sound and effective central banks. It addresses the legal underpinnings of the mandate, decision-making structures, autonomy, accountability, transparency, and operations of central banks. This course combines theoretical components with practical exercises on how to analyze and design central bank legal frameworks.","This IMFx course is designed to strengthen participants' understanding of the foundational legal aspects of central bank laws. The course combines conceptual introductions with practical cross-country legislative examples. The course will enhance participants’ capabilities to look critically at the central bank law of their own country and, where appropriate, formulate avenues to improve it.Presented by the IMF Legal Department’s central bank team, which provides advice to member countries on their central bank laws, the course provides a practitioner's view to central bank laws. The nine modules of the course cover the (1) legal establishment, nature, and ownership of central banks, (2) central bank mandates, (3) decision-making structures of central banks, (4) autonomy, accountability, and transparency of central banks, (5) monetary and exchange rate policy, (6) lender of last resort and other crisis management functions, (7) macroprudential oversight, (8) the banker to the state, (9) currency and payment systems.Participants explore these topics through video lectures, relevant readings, and testimonies from senior policy-makers. During the lectures, presenters will use examples from countries at different stages of economic development.Throughout the course, you will have the opportunity to engage with fellow participants from around the world, and with course staff through the discussion forum. Assessments in each course module will test your understanding of key concepts, allowing you to track the progress of your understanding. A post course test brings together the different facets of the course to give a holistic approach as to how the foundational legal aspects of a central should be shaped.This course is offered by the IMF, with financial support from the Government of Japan.• Identify the key legal issues that generally need to be covered in central bank legislation, and how international good practices address those issues.
• Interpret and advise on the application of key legal issues and international good practices in domestic legislation.
• Analyze and assess domestic central bank legislation against international good practices.
• Develop and formulate recommendations on how to modify central bank legislation through law reform to align it to international good practices.
• Explain to stakeholders proposed amendments to central bank legislation and defend those proposals in discussions and consultation procedures with stakeholders. Law"
C Programming: Modular Programming and Memory Management,Dartmouth_IMTx-Dartmouth College-IMT,Beginner,https://www.edx.org/course/c-programming-modular-programming-and-memory-manag,Enhance your coding skills along your path to becoming a proficient C programmer with the essential concepts of functions and pointers. Receive instant feedback on your code right within your browser.,"In this course, part of the C Programming with Linux Professional Certificate program, you will be introduced to the concept of modular programming: that is, dividing up more complex tasks into manageable pieces. Within moments you will be coding hands-on in a new browser tool developed for this course, receiving instant feedback on your code. No need to install anything! You will learn how to write your own functions (just like functions in mathematics for example). You will also gain insight into a computer's architecture and learn how its memory is organized. Given the vast amount of memory computers have these days, how does your program remember where a certain variable is stored? This brings about the important topic of how memory is efficiently addressed inside a computer, and with it, the topic of pointers. Pointers are often considered the most difficult part and main struggle for C program developers. We will introduce you to this central topic with our novel and innovative visualization tools and show you precisely how pointers work. No need to struggle! The programming concepts you will gain in this course are foundational to any programming language. By the end of this short course, you willhave reached the third milestonein the C Programming with Linux Professional Certificate program, unlocking the door to a career in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science"
Entrepreneurship 102: What can you do for your customer?,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/entrepreneurship-102-what-can-you-do-for-your-cust,Learn and apply the process of entrepreneurial product design.,"Successful entrepreneurship ultimately comes down to three questions:The course series Entrepreneurship 101, 102, and 103 addresses these questions one by one.Entrepreneurship 102 is for you if you are creating a product or service, especially in an entrepreneurial setting. You face resource scarcity, but strive to iterate quickly through reliable insights. We’ll teach you how to do that.Our approach to product design will be holistic. We’ll teach you to translate user needs into product priorities and product priorities into experience design. We’ll base your learning process on case studies of MIT entrepreneurs.This course is particularly useful for:Entrepreneurship 102 is equally valuable for educators, who teach and coach entrepreneurs. In addition, the course is relevant for policymakers who work to energize the innovation ecosystems in their regions.If you can, take Entrepreneurship 102 as a team. The course will give you a common framework to make decisions, laying the foundation for your long-term success. Give you best to this course. In return, you will gain the confidence that you too can design great products. And that’s priceless.This course is a pre-requisite to an attend an MIT Bootcamp.The course is taught by Bill Aulet, Managing Director of the Martin Trust Center for MIT Entrepreneurship and Erdin Beshimov, Senior Director of MIT BootCampus.Learning goals: Business & Management"
Introduction to Marketing,The University of Edinburgh,Beginner,https://www.edx.org/course/introduction-to-marketing-5,An introduction to the role of marketing in a competitive marketplace.,"Do you want to learn how successful businesses use marketing to increase revenue, share and profitability?In an increasingly competitive market, marketing skills are vital to help organizations stand out, win customers, build loyalty and sustain long term impact and returns.This Introduction to Marketing course will help you understand the role of marketing and introduce you to the latest tools to help create value and competitive advantage. We explore how new businesses can achieve impact through marketing, providing you with unique insight to apply within your own business.Learn how to build a compelling value proposition, establish presence in a market, and compete effectively against rivals. Learn how marketers use segmentation, targeting, positioning, branding, design, pricing, communication channels to win against competitors, attract customers and build brand loyalty.Using real businesses as case studies, you will learn how companies such as Skyscanner, Vegware and Social Bite utilise marketing to build their brand, reach new customers and futureproof their businesses.Through this course, you will develop a set of practical skills to set an enterprise apart.No previous knowledge of marketing is needed. All you need is an open-mind and the ability to think creatively. This is the first of two courses that form the Professional Certificate in Digital Marketing Fundamentals. Upon completion of this course, you will be well positioned to learn about digital marketing. Business & Management"
Origins of the Human Mind,Kyoto University,Beginner,https://www.edx.org/course/origins-of-the-human-mind,"Learn about the evolutionary origins of the human mind by comparing our cognitive features to chimpanzees, our closest living relative.","The human mind is an evolutionary product, just like the body. However, the mind does not remain in fossil form like bones and teeth. Therefore, to better study and understand our minds their evolutionary origins we need to compare our cognitive features with those of different living primates. This approach is called ""Comparative Cognitive Science (CCS)"". CCS is a unique combination of Psychology and Primatology. CCS tries to give answers to the fundamental questions such as ""what is uniquely human?"", ""where did it come from?”, ""how did we get here?”, and ""where do we go?"" This intensive course focuses on chimpanzees, the closest relatives of humans.This course covers selected areas of current research on CCS. We focus on behavioral studies of nonhuman animals, especially chimpanzees. Since the chimpanzee and the human share the latest common ancestor, only about five million years ago, this great ape provides the key to understanding our nature. Science"
Clinical Reasoning Process,Université de Montréal,Beginner,https://www.edx.org/course/clinical-reasoning-process,"The course introduces the clinical reasoning process as it is used by clinicians from different health disciplines: medicine, dentistry, nursing, veterinary medicine, and pharmacy. The course offers a step-by-step description and explanation of the process, illustrated with clinical examples. This course is of interest to both students and health professionals as they hone their knowledge and clinical reasoning skills.","The course introduces the clinical reasoning process as it is used by clinicians from different health disciplines: medicine, dentistry, nursing, veterinary medicine, and pharmacy. The course offers a step-by-step description and explanation of the process, illustrated with clinical examples. This course is of interest to both students and health professionals as they hone their knowledge and clinical reasoning skills.The clinical reasoning process was analyzed and modeled by six clinicians from the Faculty of Medicine at Université de Montréal together with a cognitive specialist. The result of this research was a model that was first published in the journal Medical Education in April 2012(1). The research itself forms the cornerstone of the course.(1) Source : Charlin, B., Lubarsky, S., Millette, B., Crevier, F., Audétat, M.-C., Charbonneau, A., Caire Fon, N., Hoff, L. and Bourdy, C. (2012), Clinical reasoning processes: unravelling complexity through graphical representation. Medical Education, 46: 454–463. doi: 10.1111/j.1365-2923.2012.04242.xThis online course is designed to simplify a complex cognitive process in order to help learners understand and apply it and help educators support them.Our course consists of seven modulesGood luck in the courseThe MOOC-Clinical Reasoning Process teaching team Medicine"
Media Law,New York University,Beginner,https://www.edx.org/course/media-law,Build your expertise in legal frameworks and ethical issues surrounding design and digital media,"Knowledge of media law is crucial for creative and design professionals. This course explores a comprehensive range of topics and models, such as privacy and art, the Digital Millennium Copyright Act, Open Source public license, Creative Commons, Digital Rights Management, as well as working definitions of Fair Use and the practical limits of sampling/mixing in different idioms and economic sectors. Art & Culture"
Pivoting to Online Teaching: Research and Practitioner Perspectives,University of Texas at Arlington,Beginner,https://www.edx.org/course/pivoting-to-online-teaching-research-and-practitioner-perspectives,"This course explores research-informed, effective practices for online teaching and learning, providing guidance on how to pivot existing courses online while enhancing student success and engagement","In this course, participants will explore research-informed, effective practices for online teaching and learning. By enrolling, you will learn practical ways to quickly move into teaching online, guided by top scholars and practitioners in the field. Each module, you will watch videos and read articles by online learning experts and participate in activities and discussions covering critical topics that will make the online environment a rich learning experience for your students. The instructors will synthesize relevant resources to help those who are new to online learning and those who have experience, but want to expand their skills and provide support for others. You will have the opportunity to ask questions, share practices that have worked well in online learning environments, and receive feedback on your teaching and learning plans. Given recent global developments related to COVID-19, many have rapidly shifted to move teaching online. For those who have not taught online before, this can be a challenging experience. Fortunately, there is a rich research base, dating back over sixty years, that provides insight and guidance on the key factors that enable successful learning online. This course will support the pivot to online learning by exploring the scientific literature as well as practical actions that enable online success and equitable outcomes for all learners.While the target audience of the course is postsecondary institutions, this course will be of use to anyone moving into online teaching and learning.In this course, you will learn to: Education & Teacher Training"
Circular Economy: An Interdisciplinary Approach,Wageningen University & Research,Advanced,https://www.edx.org/course/circular-economy-an-interdisciplinary-approach,"Join the transition towards a circular economy considering economic, supply chain, social, technical, managerial and environmental aspects.","Do you want to contribute to a more sustainable society? Tackle the challenges in the transition towards a circular economy? In this course you will analyse what it takes to create a circular economy including sustainable supply chains.The transition towards a circular economy is one of the biggest challenges in order to create a more sustainable society. This transition requires circular thinking and an interdisciplinary approach, combining socio-technical, managerial, and environmental considerations.Right now we design products from cradle to grave: from production to consumption to waste, which is a linear model. But we should design products from cradle to cradle: in a closed loop whereby they don't become waste, but valuable resources again. And when we start thinking in circles, we might as well try to reinvent not just supply chains, but entire systems. Because that's what we have been doing with sustainability: we have been departing from the status quo, while cradle to cradle and circular pushes us to think outside the box.Cradle to Cradle celebrates abundance; it recognizes that people, just like ants and trees, are abundant and have a large impact on their environment. The challenge is to make this impact a positive one and we invite you to join this challenge!In this course, we therefore take a systems approach to the circular economy, considering different stakeholder perspectives, their incentive structures, and their impact on circular alternatives.The circular solutions will be assessed by using applied, as well as emerging, technologies. You will learn how to use life cycle assessment and agent-based modelling to assess the socio-technical and manageable challenges and environmental benefits of alternative solutions.Join the MicroMasters programmeThis MOOC is part of two MicroMasters programmes, Economics and Policies for a Circular Bio-Economy and Business and Operations for a Circular Bio-Economy.Both programmes prepare you for the transition from fossil to renewable, biobased resources and consist of 3 courses and a final project; the capstone: Business & Management"
Calculus 1B: Integration,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/calculus-1b-integration,Discover the integral—what it is and how to compute it. See how to use calculus to model real world phenomena. Part 2 of 3.,"How long should the handle of your spoon be so that your fingers do not burn while mixing chocolate fondue? Can you find a shape that has finite volume, but infinite surface area? How does the weight of the rider change the trajectory of a zip line ride? These and many other questions can be answered by harnessing the power of the integral.But what is an integral? You will learn to interpret it geometrically as an area under a graph, and discover its connection to the derivative. You will encounter functions that you cannot integrate without a computer and develop a big bag of tricks to attack the functions that you can integrate by hand. The integral is vital in engineering design, scientific analysis, probability and statistics. You will use integrals to find centers of mass, the stress on a beam during construction, the power exerted by a motor, and the distance traveled by a rocket. The three modules in this series are being offered as an XSeries on edX. Please visit Single Variable Calculus XSeries Program Page to learn more and to enroll in the modules.This course, in combination with Part 1, covers the AP* Calculus AB curriculum.This course, in combination with Parts 1 and 3, covers the AP* Calculus BC curriculum.[Learn more about our High School and AP* Exam Preparation Courses ](http://www.edx.org/high-school-initiative)This course was funded in part by the Wertheimer Fund.*Advanced Placement and AP are registered trademarks of the College Board, which was not involved in the production of, and does not endorse, these offerings. Math"
Algorithmic Design and Techniques,"The University of California, San Diego",Intermediate,https://www.edx.org/course/algorithmic-design-and-techniques,This course is part of a MicroMasters® Program,"In this course, part of the Algorithms and Data Structures MicroMasters program, you will learn basic algorithmic techniques and ideas for computational problems, which arise in practical applications such as sorting and searching, divide and conquer, greedy algorithms and dynamic programming.This course will cover theories, including:You will practice solving computational problems, designing new algorithms, and implementing solutions efficiently (so that they run in less than a second). Computer Science"
Drinking Water Treatment,Delft University of Technology,Intermediate,https://www.edx.org/course/drinking-water-treatment-2,"Learn about urban water services, focusing on conventional technologies for drinking water treatment.","This course focuses on conventional technologies for drinking water treatment. Unit processes, involved in the treatment chain, are discussed as well as the physical, chemical and biological processes involved. The emphasis is on the effect of treatment on water quality and the dimensions of the unit processes in the treatment chain. After the course one should be able to recognise the process units, describe their function, and make basic calculations for a preliminary design of a drinking water treatment plant.The course consists of 4 modules:This course in combination with the courses ""Introduction to Water and Climate"" and ""Introduction to the Treatment of Urban Sewage"" forms the Water XSeries, by DelftX. Engineering"
Music Technology Foundations,University of Adelaide,Beginner,https://www.edx.org/course/music-technology-foundations,Learn how to use creative technologies to make your own music and get a step closer to a career in music.,"Want to produce and record your own music? This course will help you do that by showing you how to apply new technologies to your own creative practice, using freeware and browser based apps. Music Technology Foundations draws on Adelaide’s world-class pioneering expertise in making electronic music, to provide a great foundation to a career in music and to enable any learner to use technology in creative ways. In this course, you’ll learn about the core principles of music technology, including sound, audio, MIDI, effects and sequencing. Computer Science"
The Entrepreneurial Mindset,Babson College,Beginner,https://www.edx.org/course/the-entrepreneurial-mindset,Uncover the secrets of thinking like an entrepreneur to create value for stakeholders and society across a variety of business settings.,"What does it really mean to think entrepreneurially?The entrepreneurial process isn’t only for start-ups, it’s a comprehensive mindset that will teach you to identify, assess, shape, and act on opportunities in a variety of contexts, settings and organizations. In this entrepreneurship course, you will learn to implement the method of Entrepreneurial Thought & Action® (ET&A™) – which will give you a roadmap to create and add value for stakeholders and society.ET&A™ is a tactical, results-oriented process that may be applied to new venture creation as well as to promote innovation within existing organizations – large, small or family owned – and across profit, not for profit and social ventures.The ability to ‘think like an entrepreneur’ and ‘act like an innovator’ are critical skills for success across industries and are proven tools to help distinguish you in the workplace and to accelerate your career. Business & Management"
Risk Management and Credit Principles,NYIF,Advanced,https://www.edx.org/course/risk-management-and-credit-principles,"Get introduced to risk management, credit principles, and business risk as they relate to a borrower.","This course is Part 1 of the Credit and Credit Risk Analysis Professional Certificate program from the New York Institute of Finance. The course begins with an introduction to risk management and credit principles. You will review and understand credit risk, credit exposure, and the goals of credit analysis. You will learn about the purpose of debt, debt forms, and the difference between financing from debt vs. equity. In this course, you will gain a deeper understanding of the principles of credit risks, including exposure, default, default probability, expected loss, and loss given default. Important concepts will be covered that will help you to effectively assess business and industry risks, company business models, market competition, and the impact of risks on company performance. You'll examine how companies measure and mitigate these risks. Lastly, you'll review the roles of credit-rating agencies and the usefulness of market-related metrics, such as share prices and credit spreads. At the end of the course, you'll complete a hands-on risk analysis assessment. Economics & Finance"
Steps in Japanese for Beginners1 Part3,Waseda University,Beginner,https://www.edx.org/course/steps-in-japanese-for-beginners1-part3-2,Learn important words and phrases for building relationships with other people.,"The exchange student Andy is asked to join the university yosokoi dance club. And he decides to join. Through interaction with his yosokoi club mates and his Japanese class teacher, he describes his experiences and we learn more about Andy’s character and how he tries his hardest in these situations.・To invite someone
・To describe your experience
・To request permission
・To explain relationships Language"
Structural Materials: Selection and Economics,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/structural-materials-selection-and-economics,"Billions of tons of structural materials, such as steel, aluminum, and titanium are used every year. Learn where, why, and when they are used.","From skyscrapers to transportation infrastructure, structural materials dominate the human landscape. Learning the principles that govern their selection is essential for any aspiring or practicing engineer. This engineering course will introduce you to the key principles of structural materials selection through a practical curriculum rooted in the real world. The principles taught are general enough to be applied across many domains. Key points are emphasized with interesting examples and anecdotes from industry and academia. This course benefits aspiring engineers and students with no previous experience as well as the seasoned professional. Image (c) Eagar, Thomas Engineering"
Algorithm Design and Analysis,University of Pennsylvania,Intermediate,https://www.edx.org/course/algorithm-design-and-analysis,Learn about the core principles of computer science: algorithmic thinking and computational problem solving.,"How do you optimally encode a text file? How do you find shortest paths in a map? How do you design a communication network? How do you route data in a network? What are the limits of efficient computation?This course, part of the Computer Science Essentials for Software Development Professional Certificate program, is an introduction to design and analysis of algorithms, and answers along the way these and many other interesting computational questions.You will learn about algorithms that operate on common data structures, for instance sorting and searching; advanced design and analysis techniques such as dynamic programming and greedy algorithms; advanced graph algorithms such as minimum spanning trees and shortest paths; NP-completeness theory; and approximation algorithms.After completing this course you will be able to design efficient and correct algorithms using sophisticated data structures for complex computational tasks. Computer Science"
Mandarin Chinese for Business,MandarinX,Intermediate,https://www.edx.org/course/mandarin-chinese-for-business,Learn common Mandarin Chinese business phrases and understand Chinese culture so you can communicate professionally in the largest market in the world.,"Take the next step in learning Mandarin Chinese and expand your language skills so you can effectively communicate in Chinese business. In this language training course, you will learn common phrases and scenarios of business and negotiation in Chinese speaking countries. You will also learn about Chinese business culture and etiquette and the needs of businessmen and women. If you enroll in the verified track, you will be able to participate in the Webinar lectured by Dr. Estella Y. Chen, who will lead the discussion with a wide variety of popular topics to accompany you to the world of chinese business culture and trend. What's more, in the verified track, we'll give you three pronunciation lessons that will help you communicate more smoothly and effectively in a business environment. This course was developed with the assistance of Dr. Haohsiang Liao, Director of the Chinese Language Program at MIT. Basic knowledge of Mandarin Chinese is required. Language"
Arab-Islamic History: From Tribes to Empires,IsraelX-Tel Aviv University,Beginner,https://www.edx.org/course/arab-islamic-history-from-tribes-to-empires,"Learn about the history of the Arab and Muslim world during its first millennium, including political, social and cultural aspects.","You will study this course in two parts. The first presents the main political events that set the chronological framework for the course, namely 6th century to the arrival of the Ottomans in the Middle East in the beginning of the 16th century. The second part delves into social and cultural realities of the medieval Middle East.This course was produced at Tel Aviv University by TAU Online - learning innovation center. Humanities"
Human-Computer Interaction I: Fundamentals & Design Principles,The Georgia Institute of Technology,Beginner,https://www.edx.org/course/human-computer-interaction-i-fundamentals-design-p,"Learn the principles of Human-Computer Interaction to create intuitive, usable interfaces, with established design principles like feedback cycles, direct manipulation, affordances, signifiers, and more.","This course takes you through the first eight lessons of CS6750: Human-Computer Interaction as taught in the Georgia Tech Online Master of Science in Computer Science program. In this course, you’ll take the first steps toward being a solid HCI practitioner and researcher. You’ll learn the fundamentals of how HCI relates to fields like user experience design, user interface design, human factors engineering, and psychology. You’ll also learn how human-computer interaction has influence across application domains like healthcare and education; technology development like virtual and augmented reality; and broader ideas like context-sensitive computing and information visualization. You’ll then dive into the fundamentals of human-computer interaction. You’ll learn three views of the user’s role in interface design: the behaviorist ‘processor’ view, the cognitivist ‘predictor’ view, and the situationist ‘participant’ view. You’ll discover how these different views of the user’s role affect the scope we use to evaluate interaction. These perspectives will be crucial as you move forward in designing interfaces to ensure you’re considering what goes on inside the user’s head, as well as in the environment around them. You’ll then learn the gulfs of execution and evaluation, which determine how easily the user can accomplish their goals in a system and how well they can understand the results of their actions. All of user interface design can be seen as taking steps to bridge these gulfs. You’ll also investigate the notion of direct manipulation, which shortens the distance between the user and the objects they are manipulating in the interface. With these tools, you’ll be well-equipped to start designing effective interfaces. You’ll then take a deeper dive into what humans are even capable of accomplishing. You’ll learn the limitations of human sensing and memory and how we must be aware of the cognitive load we introduce on the user while using our interfaces. Cognitive load can have an enormous impact on a user’s satisfaction with an interface, and must be kept in mind as you begin your career as a designer. You’ll finally conclude with an overview of the major design principles in human-computer interaction. Curated from the work of Don Norman, Jakob Nielsen, Ronald Mace, Larry Constantine, and Lucy Lockwood, these design principles cover revolutionary ideas in the design of interfaces: discoverability, affordances, perceptibility, constraints, error tolerance, and more. These principles are crucial whether you move forward as a designer, an evaluator, a front-end engineer, or any other role in technology design. By the end of the course, you’ll have an understanding of where HCI sits in the broader field, a grasp of the goals of HCI, and a foundation in core principles that inform interface design. Computer Science"
Modeling and simulation of multibody systems,Université catholique de Louvain,Intermediate,https://www.edx.org/course/modeling-and-simulation-of-multibody-systems,"Vehicles, bicycles, cranes, human bodies and robots are multibody systems. Learn how to model them and to compute their kinematic and dynamic characteristics, such as velocities, accelerations and forces.","This course aims at acquainting you with the modeling and simulation of complex articulated mechanical systems, denoted as multibody systems, such as vehicles, merry-go-rounds, bicycles, cranes, human bodies, suspensions, robot manipulators, mechanical transmissions, etc.This course is based on (1) video clips focusing on the main theoretical background and concepts, (2) well-illustrated written sections giving more details about the mathematical formulation, and (3) questions, exercises and modeling projects.Despite the intrinsic complexity of such systems in terms of morphology and motions, basic skills in Newtonian mechanics, linear algebra and numerical methods are sufficient to model them, provided that the endless and tedious computation related to their internal kinematics and dynamics are at our disposal. This is the purpose of the symbolic program ROBOTRAN, which can be used with this course and can automatically generate the full set of equations of motion of MBS, in a symbolic manner, i.e. exactly as if you were writing them by hand, whatever the size and their morphological complexity of the application. Hence, this course will instead teach you how to intervene upstream and downstream of this generation step.Upstream the latter you will learn how to translate the real system, e.g. a car suspension, into a virtual multibody model comprising bodies, joints, springs, sensors, constraints, external forces and torques… with a level of refinement that will be dictated by the original issue: for example, what is the minimum tire ground force when the car suspension is excited by a shaker?Downstream the symbolic generation, your intervention will consist in:In sum, this course, based on the use of the ROBOTRAN* symbolic generator, will allow you to focus on the most interesting aspects of the multibody modeling process, by entirely mastering your computer model from the input data to the results, instead of using a black-box multibody program that clearly goes against the educational objective of such a course.Enjoy Multibody Dynamics!This course is provided in collaboration with Polytechnique Montréal.In this course devoted to multibody systems, you will learn how to: Engineering"
Analytics for Decision Making,Babson College,Beginner,https://www.edx.org/course/analytics-for-decision-making,Discover the foundational concepts that support modern data science and learn to analyze various data types and quality to make smart business decisions.,"Want to know how to avoid bad decisions with data?Making good decisions with data can give you a distinct competitive advantage in business. This statistics and data analysis course will help you understand the fundamental concepts of sound statistical thinking that can be applied in surprisingly wide contexts, sometimes even before there is any data! Key concepts like understanding variation, perceiving relative risk of alternative decisions, and pinpointing sources of variation will be highlighted.These big picture ideas have motivated the development of quantitative models, but in most traditional statistics courses, these concepts get lost behind a wall of little techniques and computations. In this course we keep the focus on the ideas that really matter, and we illustrate them with lively, practical, accessible examples.We will explore questions like: How are traditional statistical methods still relevant in modern analytics applications? How can we avoid common fallacies and misconceptions when approaching quantitative problems? How do we apply statistical methods in predictive applications? How do we gain a better understanding of customer engagement through analytics?This course will be is relevant for anyone eager to have a framework for good decision-making. It will be good preparation for students with a bachelor's degree contemplating graduate study in a business field.Opportunities in analytics are abundant at the moment. Specific techniques or software packages may be helpful in landing first jobs, but those techniques and packages may soon be replaced by something newer and trendier. Understanding the ways in which quantitative models really work, however, is a management level skill that is unlikely to go out of style.This course is part of the Business Principles and Entrepreneurial Thought XSeries. Business & Management"
Energy Principles and Renewable Energy,The University of Queensland,Advanced,https://www.edx.org/course/energy-principles-and-renewable-energy,"An introduction to the language of energy, key scientific principles that underpin energy systems, future energy challenges and available renewable energy options.","This course addresses the important global issue of transitioning to a sustainable energy future.The course covers: basic energy concepts and terms; energy systems; the challenge of fossil-fuel greenhouse gas emissions from power generation; and describes and evaluates a range of renewable energy technologies. Renewable energy technologies analysed include: bioenergy, geothermal, solar, wind power, hydropower and ocean power.This course is part of the Sustainable Energy MicroMasters series. You may take the course as a single course or complete all four courses in the series. There are two enrolment options: verified enrolment and audit enrolment.We recommend that you enrol in the Audit enrolment track first. If you wish to complete the assessment tasks with the aim to achieve at least 70% in the final grade and a course certificate, you must upgrade to the Verified enrolment track and pay the Verified enrolment fee within the first five weeks from when the course opened. If you miss the Verified enrolment upgraded deadline you can continue with the course as an Audit learner and enrol as a Verified learner in the next run of the course (and complete the assessment tasks then). you enrol as a verified learner and successfully complete all four courses you will qualify for the Sustainable Energy MicroMasters credential. A Sustainable Energy MicroMasters credential is worthwhile in itself, but, if you wish to continue your studies, the Sustainable Energy MicroMasters credential could be used towards studying the Master of Sustainable Energy at The University of Queensland in Brisbane, Australia. Learners who choose to enrol as verified and pay the enrolment fee, will be required to write an assignment, and achieve an overall passing grade of 70% or above in order to receive the downloadable verified certificate. The final examination is timed and has a weight of 30%. The written paper has a weight of 50%, is submitted to Turnitin, a text-matching software, and is instructor-marked. If you enrol in the audit track, you will have access to all the videos and other resources while the course is open, but you will not have access to the graded assessment tasks. In addition, audit participants will not be eligible to receive a course certificate upon completion of the course. Both enrolment tracks are valuable. However, if you decide to enrol in the Verified enrolment track, please ensure you will be able to write a Masters level paper. Plagiarism and cheating, including (i) copying and pasting text from other sources and (ii) using information from other sources without full and compliant referencing, will result in a grade of zero. This course runs multiple times throughout the year. Energy & Earth Sciences"
DNA: Biology’s Genetic Code,Rice University,Intermediate,https://www.edx.org/course/dna-biologys-genetic-code,DNA carries the defining data for life in a simple genetic code that comes with its own “back-up” system. Explore DNA structure with us!,"DNA encodes our genetic information and is passed on within cells to maintain living organisms and to produce the next generation. The recognition of DNA as the genetic material and the ensuing identification of its structure and coding mechanism were both revolutionary and foundational. These discoveries led to transformational integration across the biological sciences with a common understanding of this fundamental unit of life! Join this exploration of DNA structure, packaging, replication, and manipulation.The course utilizes video lectures, research articles, case studies, and molecular models to convey information. The course grade will be based on questions with each video lecture, quizzes, homework, and a final exam. Biology & Life Sciences"
Music For Wellness,Berklee College of Music,Beginner,https://www.edx.org/course/music-for-wellness,"Learn how music can help reduce stress and improve your health, and well-being.","You love music. You listen to music all the time. Maybe you sing, play an instrument, or compose music. You don’t need to have musical talent to use music to enhance your well being, and even your health.Learn simple techniques to enrich your mind, body, and spirit through music. The methods can be applied in your daily life, particularly when you are feeling down or stressed out. Developed by a board-certified music therapist and a vocalist/pianist/composer/recording artist specializing in Indian music, these strategies combine science with the wisdom of Eastern philosophy.In the course, discover how to unlock your creativity. You will learn not only how to listen to music in a new way, but also how to listen to the impact that music has on you. You will find out how to care for yourself by practicing coping techniques that are supported by music that is special to you. Humanities"
Mining Massive Datasets,Stanford University,Advanced,https://www.edx.org/course/mining-massive-datasets,"The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.","The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.The book is published by Cambridge Univ. Press, but by arrangement with the publisher, you can download a free copy Here. The material in this on-line course closely matches the content of the Stanford course CS246.The major topics covered include: MapReduce systems and algorithms, Locality-sensitive hashing, Algorithms for data streams, PageRank and Web-link analysis, Frequent itemset analysis, Clustering, Computational advertising, Recommendation systems, Social-network graphs, Dimensionality reduction, and Machine-learning algorithms. Computer Science"
Digital Security and Human Rights,Amnesty International,Beginner,https://www.edx.org/course/digital-security-and-human-rights,Claim your rights and protect yourself online,"Malware. Phishing. Data retention. Mass surveillance. We know there are real risks in the digital world, but we don’t always know what to do about them. How do these threats work? How important is digital security? Where do we even start? This course is a starting place for learning more about digital threats and how to strengthen your security online. You don’t need to have any technical expertise—the course will guide you through some of the important terms and concepts you should know. You will learn about the key human rights implications of digital security, and you will explore in-depth the right to privacy and the right to freedom of expression. A human rights-based approach demonstrates how digital security affects and concerns us all. You will be challenged to assess and reflect on your own practices, take practical steps to improve your online security, and advocate for a rights-respecting digital world. Be prepared for active learning, connecting with course participants from around the world, and becoming part of a global community dedicated to defending human rights through digital security. Social Sciences"
Critical thinking: reasoned decision making,Tecnológico de Monterrey,Beginner,https://www.edx.org/course/critical-thinking-reasoned-decision-making,Learn to analyze events with intellectual rigor. Identify how reasoned decisions help cope with change.,"Making decisions in today's world, a world increasing in complexity, with broad changes and uncertainty, creates the need of approaches that allow us to discern the real problems and the causes that create them. Identifying these problems, in most cases, requires challenging the assumptions on which we base our judgments, regarding the world and its realities. Critical thinking could be defined, as ""that way of thinking - on any subject, content or problem - in which the thinker improves the quality of his thinking by seizing the inherent structures of the act of thinking and by subjecting them to intellectual standards"". Critical thinking helps making decisions within a company, selecting the best action for the organization. In this course of critical thinking the students will learn the tendencies, approximations and assumptions on which their reflections are based, and the conditions and the outcomes derived from their ways of thinking. This reflective thought is the active, careful and persistent examination of all beliefs in the light of the fundamentals that support them and their conclusions. The reasoned decisions that the world requires, occur in many different areas, especially in business decisions, related to strategies, in the solution of problems in organizations, in the solution of social problems and in corporations’ social and ethical responsibility. In this online course the approaches will be oriented to analyze the critical thinking required in these areas. Business & Management"
Introduction to the Internet of Things,Universitat Politècnica de Valencia,Beginner,https://www.edx.org/course/introduction-to-the-internet-of-things,This is a preliminary course in which we deal with the basics of electronics and programming using Arduino and ESP boards.,"Internet of Things (IoT) is the present and the future of technology. Either, if you have none, few or some experience with electronics and you want to develop it projects this course will give you the necessary kick start to start creating amazing devices capable of sensing, controlling physical signals. This course introduces it using Arduino and ESP boards. This is a preliminary course in which we deal, with the basics of electronics and programming. If you already know the basics, then the second part of this course will be of your interest, in which we start creating smart devices. Electronics"
Trading - Fundamentals of Technical Analysis,NYIF,Beginner,https://www.edx.org/course/trading-fundamentals-of-technical-analysis,Learn how to apply technical analysis as a standalone trading methodology or as a supplement to fundamental analysis using tools that are based on price action and other technical principles.,"In order to apply technical analysis with confidence, it is important to understand the theory of technical analysis, why it’s a rational approach to market analysis and how this discipline relates to fundamental analysis and investor psychology. To build that confidence, we begin with an explanation of how technical analysts view the market in terms of supply and demand. We detail how the analyst develops information about the relative strength of the bulls and the bears through price charts and other tools.Price charts are one of the primary tools of technicians. Charts provide a history of market action and analysts can observe patterns in the chart. As early as the 1930s, analysts determined that certain patterns tended to precede certain price moves. This course reviews those patterns, discusses how to identify the patterns and supplements this with concepts form behavioral finance to explain why the patterns are predictive. Different chart types are presented and important charting concepts are explained from a practical perspective. In addition to charts, technical analysts also use indicators and various theories to forecast the direction of prices through the study of past market data.We focus on defining and applying momentum indicators to make buy and sell decisions. Instead of simply explaining and illustrating popular indicators like moving averages, RSI, MACD and stochastics, we review historical back tested results of each indicator so that you can objectively evaluate their performance.Indicators based on the sentiment of various groups are analyzed and breadth indicators are explained. In addition to indicators, theories applicable to trading are studied. Economics & Finance"
Design Thinking: Empathizing to Understand the Problem,Rochester Institute of Technology,Intermediate,https://www.edx.org/course/design-thinking-empathizing-to-understand-the-prob,"Learn how to identify and understand product or business problems through active listening, empathy and user-focused research.","When you immerse yourself in the context of the user, you can uncover pain points and find opportunities for improvement or innovation not always evident to your audience.In this course, part of the Design Thinking MicroMasters program, you will learn how to use simple research methodologies including active listening to understand your target audience and uncover their obvious or latent needs.Emphasis will be placed on observation and interviewing as key methods to gain empathy for the user's experience and viewpoint. Equipped with this understanding, you will be prepared to identify and define more accurately the business problem.You will also review case studies and discuss strategies to foster productive client-stakeholder relationships, including user personification, context understanding, and empathy idea mapping (ideas that resonate with your target audience). Business & Management"
Storytelling in the Workplace,Rochester Institute of Technology,Beginner,https://www.edx.org/course/storytelling-in-the-workplace-3,Learn how to craft messages and narratives that will resonate with your target audience to create your desired outcome.,"When you think about the most influential figures in your organization, in your country, and in the world, one of the qualities they all likely have in common is that they are exceptional storytellers. Everyone tells stories—that’s how we build community and share ideas. However, we don’t always tell our story as effectively as we intend to.Stories, or narratives, in the workplace may take the form of email communications, proposals, briefs, project or product kickoffs, and presentations.In this course, part of the Communication Skills Professional Certificate program, you’ll learn about the structure of a narrative and how it varies depending upon the situation, the medium used, and the audience. In today’s world of abbreviated messaging through a variety of devices, the importance of crafting a cohesive, professional, and understandable message to achieve a desired outcome is more important than ever.You will learn how to create written messaging tailored to a target audience and how to determine the specific medium through which it should be communicated.You will also study best practices for writing in all forms of media common to today’s workplace, focusing specifically on:You will also study and analyze a variety of messages which use different writing styles directed toward specific target audiences. Communication"
Marketing Analytics: Price and Promotion Analytics,"University of California, Berkeley",Intermediate,https://www.edx.org/course/marketing-analytics-price-and-promotion-analytics,This course is part of a MicroMasters® Program,"In this marketing course, you will learn how to price your offerings, as well as how to allocate your scarce marketing budget among different promotion vehicles to maximize their overall impact in the organization.You will also learn how to select prices to maximize profits or fulfill other specific company objectives.This course is taught by Stephan Sorger who has held leadership roles in marketing and product development at companies such as Oracle, 3Com and NASA. He has also taught for over a decade at UC Berkeley Extension and is the author of two widely adopted marketing textbooks.This course will equip you with the knowledge and skills necessary to immediately see practical benefits in the workplace. Analytics-based marketing is increasingly important in determining a company’s spending and ROI. Many entry-level positions in marketing now require some basic level of knowledge in this rapidly growing field. Computer Science"
Implementation of Data Structures,IITBombay,Intermediate,https://www.edx.org/course/implementation-of-data-structures,"Learn how to write correct and efficient data structures manipulation using existing standard template library (STL) of C++. Get introduced to the power of STL and make your code more solid, reusable, and robust.","In this Computer Science course, you will learn about implementation of all major abstract data structures using object-oriented programming paradigm of C++.This course builds on the basic concepts developed in ‘Foundations of Data Structures’ course.Topics covered:This course is part of the Fundamentals of Computer Science XSeries Program: Computer Science"
Activism and Citizen Journalism through Media,Wits University,Beginner,https://www.edx.org/course/activism-and-citizen-journalism-through-media,Learn how to use media to promote a social cause.,"Media is a powerful tool for promoting social justice. If you are an activist involved in promoting or advocating for a social cause, this course will provide you with valuable information and guidance.  The course will help you to identify and pitch a newsworthy story, select appropriate media for publicising your story; and assess the impact of your story. The course also addresses working in an ethical way as both an activist and citizen journalist. Communication"
Electric and Conventional Vehicles,Chalmers University of Technology,Advanced,https://www.edx.org/course/electric-and-conventional-vehicles,Learn how electric and conventionalpowertrains work and methods to analysetheir performance and energy consumption.,"Electric powertrains are estimated to propel a large part of road vehicles in the future, due to their high efficiency and zero tailpipe emissions. But, the cost and weight of batteries and the time to charge them are arguments for the conventional powertrain in many vehicles. This makes it important for engineers working with vehicles to understand how both these powertrains work, and how to determine their performance and energy consumption for different type of vehicles and different ways of driving vehicles. This course is aimed at learners with a bachelor's degree or engineers in the automotive industry who need to develop their knowledge about electric powertrains. In this course, you will learn how electric and conventional combustion engine powertrains are built and how they work. You will learn methods to calculate their performance and energy consumption and how to simulate them in different driving cycles. You will also learn about the basic function, the main limits and the losses of: This knowledge will also be a base for understanding and analysing different types of hybrid vehicles, discussed in the course, Hybrid Vehicles.
As a result of support from MathWorks, students will be granted access to MATLAB/Simulink for the duration of the course. Engineering"
Big Data Fundamentals,University of Adelaide,Intermediate,https://www.edx.org/course/big-data-fundamentals,"Learn how big data is driving organisational change and essential analytical tools and techniques, including data mining and PageRank algorithms.","Organizations now have access to massive amounts of data and it’s influencing the way they operate. They are realizing in order to be successful they must leverage their data to make effective business decisions.In this course, part of the Big Data MicroMasters program, you will learn how big data is driving organisational change and the key challenges organizations face when trying to analyse massive data sets.You will learn fundamental techniques, such as data mining and stream processing. You will also learn how to design and implement PageRank algorithms using MapReduce, a programming paradigm that allows for massive scalability across hundreds or thousands of servers in a Hadoop cluster. You will learn how big data has improved web search and how online advertising systems work.By the end of this course, you will have a better understanding of the various applications of big data methods in industry and research. Computer Science"
Sustainable Food Security: The value of systems thinking,Wageningen University & Research,Beginner,https://www.edx.org/course/sustainable-food-security-the-value-of-systems-thi,Learn how to solve the 'Rubik's cube' of systems thinking and how it's applied to improve the environmental sustainability of food production systems!,"Systems thinking and environmental sustainability: solve the Rubik 's cubeHave you ever considered how many aspects of food production affect the natural environment? Every aspect needs to be considered in attaining the future goal to produce enough food for the growing population while at the same time preserving our planet. It's as difficult as solving a Rubik's cube; changing one aspect may affect the environment in a major way.Systems theory, or systems thinking, is a way of understanding and working with the complexity of sustainable food production systems, which requires training in different disciplines and an approach that can address this complexity. This environmental studies course enables participants to apply the principles of a systems approach to food production with a focus on environmental sustainability.The professors at Wageningen UniversityThe University of Wageningen offers an excellent combination of conducting research worldwide and educating in the area of 'healthy food and living environment'. For each course, professors from specific fields of expertise are eager to teach and share the University's mission: ""Explore the potential of nature to improve the quality of life"".This is why you should sign upSign up as a student if you want to acquire knowledge about environmental sustainability and the way systems thinking helps in decision-making in the complexity of food production. After successful completion of both practice and graded assignments related to this course, you will:In this course you will learn about:We will analyze production systems at both ends of the spectrum: highly productive systems with relatively high inputs and emissions to the environment, and low productive systems with low input use and depletion of soil fertility. Crop-livestock interaction is a focal point. Biology & Life Sciences"
C Programming: Pointers and Memory Management,Dartmouth_IMTx-Dartmouth College-IMT,Beginner,https://www.edx.org/course/c-programming-pointers-and-memory-management,Continue building your coding skills along your path to becoming a proficient C programmer by mastering the concept of pointers and memory management. Receive instant feedback on your code right within your browser.,"In this course, we will examine a key concept, foundational to any programming language: the usage of memory. This course builds upon the basic concept of pointers, discussed in C Programming: Modular Programming and Memory Management, and introduces the more advanced usage of pointers and pointer arithmetic. Arrays of pointers and multidimensional arrays are addressed, and you will learn how to allocate memory for your own data during program execution. This is called dynamic memory allocation at runtime using pointers. Within moments you will be coding hands-on in a new browser tool developed for this course, receiving instant feedback on your code. No need to install anything! In this course, you will gain experience with programming concepts that are foundational to any programming language. At the end of this short course, you will reach the fourth milestonein the C Programming with Linux Professional Certificate program, unlocking the door to a career in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science"
Astrophysics: The Violent Universe,Australian National University,Intermediate,https://www.edx.org/course/astrophysics-the-violent-universe,"Explore the deadliest places in the universe, from black holes to supernovae.","Interested in exploring the deadliest and most mysterious parts of our universe? Or, investigating black holes, which warp the very fabric of space-time around them?We will look at what we know about these objects, and also at the many unsolved mysteries that surround them. We will also study white-dwarf stars and neutron stars, where the mind-bending laws of quantum mechanics collide with relativity. And, examine dwarf novae, classical novae, supernovae and even hypernovae: the most violent explosions in the cosmos.This course is designed for people who would like to get a deeper understanding of astronomy than that offered by popular science articles and television shows.You will need reasonable high-school level Maths and Physics to get the most out of this course.This is the third of four ANUx courses which together make up the Australian National University's first year astrophysics program. It follows on from a course on the Greatest Unsolved Mysteries of the Universe, and a course on exoplanets. It is not necessary to have done the previous courses first: all necessary background material is repeated here. It is followed by a course on cosmology. These courses compromise the Astrophysics XSeries. Learn more about the XSeries program and register for all the courses in the series today! Physics"
Landscape Ecology,ETH Zurich,Intermediate,https://www.edx.org/course/landscape-ecology,"This is the first MOOC to teach Landscape Ecology. Participants learn theory, methods and tools to understand the landscapes we live in and to solve landscape-related environmental problems.","What is a landscape? How has it evolved? How do we perceive landscapes? What properties are required to make us feel at home? Are you interested in these topics and want to understand how landscapes function? Then this is the course for you! We will present the discipline of Landscape Ecology, where natural and social sciences meet. You will realize how innovative and collaborative approaches used in Landscape Ecology allow land managers, planners and the public to shape landscapes for future societies. We will teach you the modern tools of Landscape Ecology enabling you to address fundamental research questions. You will also get valuable practical advice in solving existing real landscape issues. Leading Landscape Ecology professors will present case studies from around the world, highlighting tools and methods in Landscape Ecology and how they are used to solve environmental problems. Environmental Studies"
IoT Programming and Big Data,Curtin University,Beginner,https://www.edx.org/course/iot-programming-and-big-data,Learn how to apply software solutions for different systems and Big Data needs to your IoT designs.,"The Internet of Things is creating massive quantities of data, and managing and analysing it requires a unique approach to programming and statistics for distributed data sources.This course will teach Beginner programming concepts that allow connection to, and implementation of some functionality on, IoT devices, using the Python programming language. In addition, students will learn how to use Python to process text log files, such as those generated automatically by IoT sensors and other network-connected systems.Learners do not need prior programming experience to undertake this course, and will not learn a specific programming language - however Python will be used for demonstrations. This course will focus on learning by working through realistic examples. Computer Science"
AWS: Getting Started with Cloud Security,Amazon Web Services,Beginner,https://www.edx.org/course/aws-getting-started-with-cloud-security,Let AWS Solutions Architects start you on your journey to secure your cloud resources.,"Data security is on the forefront of everyone’s mind these days, with data breaches, denial of service attacks, ransomware and malware being common news stories. In this course two of Amazon Web Services’ Solutions Architects will provide you with a foundational understanding of cloud security, compliance and the AWS shared responsibility model. They will then discuss more technical content by looking at various security controls such as identity and access management services, directory services, network isolation and connectivity options, auditing, monitoring, encryption and managing secrets.This course will cover a number of AWS services, such as Amazon VPC, Amazon CloudWatch, AWS CloudTrail, Amazon GuardDuty, AWS Security Hub, Amazon S3, Amazon EBS, Amazon EC2, and AWS Secrets Manager, among others.Several demonstrations are provided throughout the course to provide a practical example of the concepts that have been discussed. Class discussions will provide an opportunity for you to interact with fellow students as well as AWS training staff. Computer Science"
Introduction to the Music Business,Berklee College of Music,Beginner,https://www.edx.org/course/berkleex-introduction-to-the-music-business,"Learn the latest about the rapidly changing music industry from recording, publishing, and distribution to legal issues confronting music commerce.","Three things are clear about today’s music industry: The consumption of music is expanding at the greatest rate in history and from the most portals ever imagined, the cost of producing music is decreasing, and the number of artists creating and seeking to expose their work and develop careers through the Internet has increased dramatically. As demand grows and Internet piracy wanes, ad-supported and subscription models will generate unprecedented revenues that will surpass even the best of past earnings. And, many astute “music industry-watchers” predict a steep rise in business activity and trade earnings by the end of the decade.Whether you’re a music creator, consumer, or facilitator of this process, you’ll want to understand the history, underpinnings, and basics of the music business. This course has been developed to provide students with the latest instruction on the best way for creators, consumers, and facilitators to navigate the resurgence of one of the world’s most exciting industries: the music business. Course author John Kellogg—administrator, educator, entertainment lawyer, performer, and radio and television personality—offers students the opportunity to learn the fundamental principles of the developing new music business, for now and into the future. Business & Management"
"Feeding a Hungry Planet: Agriculture, Nutrition and Sustainability",SDG Academy,Intermediate,https://www.edx.org/course/feeding-a-hungry-planet-agriculture-nutrition-and,How do we create a healthy and sustainable diet for the growing world population?,"Agriculture is more than waving fields of wheat; our ability to grow food from existing natural resources –and without decimating those resources –is key to sustainably feeding the world. In this course, learn about food security worldwide, the effects of malnutrition, how we manage ecosystems that provide food resources and more. You’ll emerge from this course with a clear answer to the question: What can I do to make food consumption and production more sustainable? This course is for:Partners:This course is supported by faculty based at Cornell University, Johns Hopkins University, Rothamsted Research, Tufts University, and Wageningen University and Research. Environmental Studies"
Macroeconomics - The Basics,Doane University,Beginner,https://www.edx.org/course/macroeconomics-literacy,Explore macroeconomics and its current and future trends.,"The successful operation of modern economics depends on the participation of economically literate citizens. An economically literate citizen should be able to identify problems, gather relevant information, weigh costs and benefits, analyze incentives, and make choices. Students successfully completing this course will be able to comprehend and use basic economic concepts, interpret major macroeconomic statistics, explain how both monetary and fiscal policy can be used to stabilize the economy, and discuss macroeconomic issues. Economics & Finance"
Fundamentals of Financial Mathematics and Capital Budgeting,NYIF,Beginner,https://www.edx.org/course/fundamental-of-financial-mathematics-and-capital-budgeting,"Get introduced to the determinants of value, foundations of financial markets, and capital budgeting.","This course begins with a look at the determinants of value. We will cover two main approaches to valuing businesses as going concerns, discounting cash flows and valuation ratios, including the inputs needed to perform the calculations and how each deal with risk.We then proceed to look at the time value of money concepts - present value and future value and the role interest rates plays in the calculation of each. This course also covers the impact of different compounding frequencies and explains the methodologies used to make comparisons between interest rates based on different compounding conventions.We’ll learn how to calculate the future value of lump sums and cash flow streams (including period certain annuities) as well as calculate the present value of lump sums, cash flow streams (including period certain annuities and perpetuities—both constant and growing).The course also covers in in detail the three main approaches to capital budgeting decisions (Payback, Internal Rate of Return and Net Present Value Analysis), including the conceptual framework, input values and decision rules for each. We’ll wrap up this course with a look at the strengths and weaknesses of each of three main approaches to capital budgeting decisions and modification to Payback and IRR that attempt to address the shortcomings of each.This course is part 1 of the New York Institute of Finance’s Corporate Finance & Valuation Methods Professional Certificate. Economics & Finance"
Market Segmentation Analysis,The University of Queensland,Intermediate,https://www.edx.org/course/market-segmentation-analysis,Learn the ten-step process to data-driven market segmentation analysis - developing skills that will enable you to meet customers' needs and gain competitive advantage.,"Conducting market segmentation analysis and committing to a long-term market segmentation strategy is a complex and challenging journey for any organisation. This course guides you through the entire process of market segmentation analysis and offers a ten-step process that makes customer segmentation efficient and organised. This course begins with the decision to conduct market segmentation analysis and continues through to the final stages of evaluating the success of the strategy and monitoring the market for possible changes. We also cover segmentation variables such as geographic segmentation, psychographic segmentation, behavioural segmentation, and demographic segmentation. In this course, we will explore how to leverage statistical concepts into the organisation's segmentation strategy, such as the hierarchical clustering and partitioning methods, exploratory data analysis, biclustering, mixture models, and regression models. The concepts and skills you will gain in this course are relevant in a wide range of contexts in both the for- and not-for-profit sectors. This course enables you to conduct customer segmentation analysis. You can replicate the calculations and visualisations demonstrated in the customer segmentation modelsby downloading the data and the R code. R is a free open-source statistical computing environment, and is widely acknowledged as the universal language of computational statistics. This course is based on and taught by the authors of the book Market Segmentation Analysis: Understanding It, Doing It, and Making It Useful. You will have full access to this valuable resource when you enrol in this course. Business & Management"
AP® English Literature & Composition – Part 2: Poems,"University of California, Berkeley",Beginner,https://www.edx.org/course/ap-english-literature-composition-part-2-poems-2,Learn how to read and interpret poetry and enhance your reading and writing skills in preparation for the AP® English Literature & Composition exam.,"This course prepares you to read more deeply and write more clearly about works of literature. Through an engaging collection of videos, authentic readings, and support material from a variety of sources, you will learn to appreciate literature from different genres. You will learn about different genres of poetry and the history of some of our greatest poets.You will broaden your vocabulary while you sharpen your academic and creative writing skills. Interaction with other students will help you to refine your thinking about the reading and writing as well. You will learn to write under time pressure, and have the opportunity to complete practice assignments that are similar to those you will find on the AP examination.There are no prerequisites; you don’t have to take the AP exam to join the course. If you want to learn about poetry, literature and writing, this course is for you.In part two, you’ll learn:  Humanities"
"Electrical, Optical & Magnetic Materials and Devices",Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/electrical-optical-magnetic-materials-and-devices,"In 3.15x we will explore the electrical, optical, and magnetic properties of materials and learn how electronic devices are designed to exploit these properties.","This course will explain the basis of the electrical, optical, and magnetic properties of materials including semiconductors, metals, organics and insulators, and will show how devices are built to take advantage of those properties. It is illustrated with a wide range of devices, placing a strong emphasis on new and emerging technologies. Applications presented include diodes, transistors, photodetectors, solar cells (photovoltaics), displays, light emitting diodes, lasers, optical fibers and optical communications, photonic devices, magnetic data storage, motors, transformers and spintronics.Image attribution: Disk drive: KEURT Datenrettung, Lasers: US Navy Surface Warfare Center, Computer Chip: Jon SullivanPart 1:  Part 2:  Part 3:   Engineering"
Advanced Cardiac Imaging: Cardiac Computed Tomography (CT),University of Hong Kong,Beginner,https://www.edx.org/course/advanced-cardiac-imaging-cardiac-computed-tomograp,"First-ever cardiac CT MOOC! Learn essential knowledge for cardiac CT through short videos, downloadable cases & forums. Available in multiple languages and provides material to meet level 1 requirements in Cardiac CT.","This course, developed by the Department of Diagnostic Radiology, The University of Hong Kong in collaboration with committee members of international and national cardiac imaging societies, is for radiologists, cardiologists, radiographers/ technologists and other health professionals who want to learn more about this imaging modality. The course follows the level 1 recommendations of cardiac imaging societies by covering the required topics and providing 50 hands-on cardiac CT cases. Previous experience in cardiac CT is not required.Learning outcomes:A MOOC on cardiovascular magnetic resonance will be available on this platform in the near future. Watch this space!Acknowledgments This course is supported by the grant from Sanming Project of Medicine in Shenzhen. We would like to thank Miss Benedicte Coiffier and Miss Bohan Fan from the Department of Diagnostic Radiology, The University of Hong Kong (HKU), for coordinating the online courses and the HKU Technology-Enriched Learning Initiative (TELI) team for producing the educational material. We would like to express our sincere thanks to our colleagues Luo Lin, Chen Yan, and Baroc Ho from the Radiology Division, Department of Medical Imaging, The University of Hong Kong-Shenzhen Hospital, for translating all the texts into Chinese and Dr Nitin Ramamurthy and Dr Jhonatan Bringas for their additional help.本课程由香港大学放射诊断科与国内外心脏影像学会的委员会成员合作开发，专为想进一步了解心脏成像技术的放射科医师、心内科及心外科医师、放射技师、工程师和其他医疗健康专业人士而设计。本课程根据心脏成像协会一级建议，涵盖了所需的主题，并提供50个心脏CT真实病例。学习者不要求有心脏CT的过往经验。学习成果：未来将会在这个平台上发布一个关于心血管磁共振（CMR）的课程。请留意关注!致謝 此课程获得深圳医疗卫生“三名工程”的资助。我们衷心感谢香港大学放射诊断科的Benedicte Coiffier和范博涵协助组织在线课程，以及香港大学科创习新小组制作课程材料。我们非常感谢香港大学深圳医院医学影像中心放射科的同事罗琳、陈燕与何健龙把所有文本翻译成中文。感谢Dr Nitin Ramamurthy 和Dr Jhonatan Bringas的帮助。 Medicine"
How to Design a Successful Business Model,Delft University of Technology,Beginner,https://www.edx.org/course/how-to-design-a-successful-business-model,This course is part of a Professional Certificate,"Do you want to start or grow your own business, go international, or avoid bankruptcy?In this business and management course, you will learn the key steps to take to design or innovate your own business model. You will learn about the trade-offs to be made, and the design issues that are critical for a viable and sustainable business model.This course will help you answer questions like, ""How do I create a simple business model in a structured way?"" and ""How do I engage my users and how do I create value for my customers as well as revenue for my company?""  Business & Management"
Agile Software Development,ETH Zurich,Beginner,https://www.edx.org/course/agile-software-development,Learn fundamental agile concepts to enhance your software development skills.,"Agile methodology has taken the software development industry by storm. Everyone wants to be agile, but what does it really mean and how do you achieve agile development?This computer science course cuts beyond the agile methodology hype and teaches you the fundamental agile concepts that span a wide range of methodologies. It analyzes the key agile ideas, their benefits, their limitations, and how best to take advantage of them to enhance your software skills and show employers that you have mastered an essential component of today's IT industry.The course is divided into six parts:Unlike many presentations of agile methods, this course takes a strictly objective view of agile methods, enabling you to retain the best agile principles and practices. For the second runof the course we have revised the learning material and created a new final exam. Computer Science"
Essentials of Program Strategy and Evaluation,Stanford University,Beginner,https://www.edx.org/course/essentials-of-program-strategy-and-evaluation,"This course introduces the strategic framework that underlies any social program--whether concerned with health, education, drug abuse, or the environment-- offered by a nonprofit organization or government agency.","The course will take you through the essentials of nonprofit and philanthropy strategy. You will apply the basic elements of strategic planning―from defining the problem through designing a theory of change to evaluating outcomes―to real-world problems.You will be able to develop strategies that will inform your work as a nonprofit leader, philanthropist, or policy maker, and help ensure that you achieve demonstrable long-term impact, rather than the illusion of results. Philanthropy"
Innovation: From Plan to Product,The University of Queensland,Intermediate,https://www.edx.org/course/innovation-from-plan-to-product,"Learn how to build an innovative business model using the most effective tools, including forecasting, prototyping, financial modeling and customer discovery.","Business models are regarded as a form of innovation and not merely just a vehicle for commercialization. In this course, students will learn about multiple business model innovation avenues and metrics for assessing on-going market fit and sustainability. This course introduces an evidence-based approach to innovation management with the aim of providing students with the capability to understand the strategic value of information and the tools and techniques that can be used to analyze and use that information to improve decision-making. Tools include: customer discovery, prototyping, financial modeling, business plans and forecasts. Students will learn how to apply the most effective tools in developing sustainable business models by exploiting viable, validated opportunities in rapidly changing environments where traditional strategic management approaches are less effective. Business & Management"
Introduction to Database Queries,New York University,Beginner,https://www.edx.org/course/introduction-to-database-queries,"Learn the fundamentals of interacting with relational database management systems, including issuing queries that return results sets and modify data.","This course is an introduction to the basic concepts, organization, and implementation models of databases, with an emphasis on the relational model. Among the topics covered are the development of simple queries that retrieve and mutate the data in a database. Data Manipulation Language (DML) is a subset of SQL that is used by database developers to create, maintain, and query facts in the database. Students gain a thorough understanding of the DML syntax and the options available when retrieving facts back from the database. Database development and administration skills are required in most Information Technology, Software Engineering, Cybersecurity, and Computer Science jobs. The course utilizes the open-source relational database MySQL. MySQL and it's open-source fork MariaDB are used in millions of web apps to persist the application data and provide query processing. The applied SQL labs expand on the classroom lectures to provide students with hands-on experience with a relational database management system (RDBMS) and structured query language (SQL).This course is part of NYU's Introduction to Databases MicroBachelors Program. If you successfully complete all the courses within the program, with a passing grade of 70% or better via the verified (paid) track, you’ll not only receive a certificate highlighting your achievement, but also have the option to collect real college credit (included in the price!) that you can count towards a pursuit of a bachelor’s degree.The courses in this program include: Computer Science"
Climate Change: Carbon Capture and Storage,The University of Edinburgh,Beginner,https://www.edx.org/course/climate-change-carbon-capture-and-storage,"Explore the technology that can provide a long-term solution to protect our atmosphere from an excess of carbon dioxide, in the context of global energy, our use of fossil fuels, and climate change.","The atmosphere is a shared resource and the amount of greenhouse gases it can absorb is a finite resource. This Beginner course to the technology of Carbon Capture and Storage is designed for a wider audience with an interest in energy, sustainability and climate change. The aim of Carbon Capture and Storage is to achieve Carbon Capture and Storage makes cheap, widely available fossil fuels ‘safe to use’ in the context of the Paris Climate Change agreement of 2015. It prevents their carbon dioxide emissions from entering the atmosphere to store them permanently and safely underground. The course is taught by a team of leading academics at the University of Edinburgh with decades of experience in this field. It aims to bridge the gap between the forefront of the latest developments in science, engineering, geology, policy and economics, and the wider public. The aim is to help you understand this technology objectively and why it is so important in our efforts against climate change. We hope the course will make you want to find out more about climate change mitigation options and that you will continue to further educate yourself in this area.Regardless of your background, the course will teach you the key elements to help you better understand  Engineering"
Reservoir Geomechanics,Stanford University,Beginner,https://www.edx.org/course/reservoir-geomechanics,"This interdisciplinary course encompasses the fields of rock mechanics, structural geology, earthquake seismology and petroleum engineering to address a wide range of geomechanical problems that arise during the exploitation of oil and gas reservoirs.","This interdisciplinary course encompasses the fields of rock mechanics, structural geology, earthquake seismology and petroleum engineering to address a wide range of geomechanical problems that arise during the exploitation of oil and gas reservoirs.The course considers key practical issues such as prediction of pore pressure, estimation of hydrocarbon column heights and fault seal potential, determination of optimally stable well trajectories, casing set points and mud weights, changes in reservoir performance during depletion, and production-induced faulting and subsidence. The first part of the course establishes the basic principles involved in a way that allows readers from different disciplinary backgrounds to understand the key concepts.The course is intended for geoscientists and engineers in the petroleum and geothermal industries, and for research scientists interested in stress measurements and their application to problems of faulting and fluid flow in the crust. Energy & Earth Sciences"
IoT System Architecture: Design and Evaluation,Waseda University,Beginner,https://www.edx.org/course/iot-system-architecture-design-and-evaluation-2,Learn how to design and evaluate architecture through IoT and AI technologies.,"This course was created to help learners understand how to design the architecture of IoT systems. IoT (Internet of Things) systems are inherently distributed, heterogeneous, and complicated, hence designing architecture plays an important role in determining its functionality and quality in the early phase of development. However, designing architecture is not easy, because architects must address a number of system functionalities and quality requirements at the same time. This course will give you an understanding of the concept of architecture and it will give you an approach to systematically design and evaluate IoT system architecture. *This course was reorganized based on Smart Systems and Services innovative professional Education (SmartSE) program, which is a series of the education program Waseda University provides in Japanese. For more information, please visit: https://smartse.jp/en/ Computer Science"
Noongar Language and Culture,Curtin University,Beginner,https://www.edx.org/course/noongar-language-and-culture,"Learn about the Noongar people of Western Australia, their culture and their language.","Aboriginal and Torres Strait Islander viewers are warned photographs/videos in this course may contain images of deceased persons which may cause sadness or distress.Noongar people are the original inhabitants of the vast geographical area in the south-western corner of Western Australia. They have been there for over 45,000 years. Through the millennia, ancient wisdom and culture have guided the people throughtheir interactions with the land, nature, and with one another. In 1826, the Noongar land was first colonised by the British. What unfolded in the years that followed was catastrophic for Noongar people; the impacts of which are still seen and felt today. Despite this dark history, Noongar culture has survived. Today, Noongar people are passionate about preserving their cultural knowledge while embracing the changes that come with living in a contemporary society. This course provides an introduction to Noongar culture and language. Learners will be taken on a journey through Noongar boodja (Noongar country). They'll joinNoongar guides as they share knowledge and personal experiences of history, land,and culture. Learners will be introduced to conversational Noongar - learning words and phrases that can be used in simple dialogue. We hope this course enhances cultural understanding and respect for the Noongar people - and Aboriginal Australians, as a whole - more broadly. Wandjoo noonakoort, which means: welcome everyone! Language"
Sorting Truth From Fiction: Civic Online Reasoning,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/sorting-truth-from-fiction-civic-online-reasoning,Learn teaching practices that help students become savvy consumers of digital information.,"Fake news and misinformation pose an urgent challenge to citizens across the globe. Multiple studies have shined a light on people’s difficulty in distinguishing truth from fiction, reliable information from sham. As we approach the November 2020 election, we can expect our screens to be flooded, even more so, with digital content that plays fast and loose with the truth.With educators from around the world and faculty from MIT and Stanford University, you will learn quick and effective practices for evaluating online information that you can bring back to your classroom. The Stanford History Education Group has distilled these practices from observations with professional fact-checkers from the nation’s most prestigious media outlets from across the political spectrum. Using a combination of readings, classroom practice lessons, and assignments, you will learn how to teach the critical thinking skills needed for making wise judgments about web sources.At the end of the course, you will be better able to help students find reliable sources at a time when we need it most.Educators—from teachers to librarians—will learn about: Education & Teacher Training"
Sustainable Food Security: Food Access,Wageningen University & Research,Beginner,https://www.edx.org/course/sustainable-food-security-food-access,"Learn the basics of food access decision-making. In other words, who decides what ends up on your plate. Spoiler alert: it’s not just you!","Food access: Learn about food supply and food securityHave you ever considered that you’re not the only one who decides what food ends up on your plate? In this environmental studies course, you’ll explore how key actors at household, local, national and international levels negotiate and make choices on access to food. You will understand why the choices you make have been predestined. And you will learn what it takes to provide access to a safe and nutritious food supply every day.In this course you will learn that food access:Wageningen University is specializedThe University of Wageningen offers an excellent combination of conducting research worldwide and educating in the area of ‘healthy food and living environment’. The institute ranks among the top Dutch universities and has scored the third place in the Times Higher Education (THE) World Ranking 2017 for research performance. Learn from professors who have gained decades of experience from both teaching at a specialized university and real life projects about access to food worldwide.This is why you should sign upIf you want to understand the basics of access to food and food decision-making from a multilevel perspective, you can sign up as a:A verified edX certificate provides proof for an employer, school, or other institution that you have successfully completed this online course.After successful completion of both practice and graded assignments related to this course, you will: Social Sciences"
Epidemics II,University of Hong Kong,Beginner,https://www.edx.org/course/epidemics-ii,"Explore the science, prevention and control of epidemics in this free online course. In addition to lectures by leading scientists in this field from HKU, this course will feature a supplementary module on COVID-19 and panel discussions with world leading experts in epidemics. ","With supplementary module on COVID-19Including our study results, final size estimation for superspreading clusters, the Chinese experience for global preparedness, and more.“If history is our guide, we can assume that the battle between the intellect and will of the human species and the extraordinary adaptability of microbes will be never-ending.” (1)Despite all the remarkable technological breakthroughs that we have made over the past few decades, the threat from infectious diseases has significantly accelerated. In this course, we will learn why this is the case by looking at the fundamental scientific principles underlying epidemics and the public health actions behind their prevention and control in the 21st century.This is the second (spread of infectious diseases) of the four courses, covers these topics:如果历史是我们的向导，我们可以认为人类的智慧和意志与微生物种惊人的适应性之间的斗争将永远持续下去。”(1)尽管过去的几十年间我们在科技领域取得了令人瞩目的突破，可是传染病对人类的威胁却显著增加。本课程将通过学习流行病学的基础科学原理以及预防与控制流行病的公共卫生措施，对上述现象予以阐释。这是四個课程中的第二个（傳染病的傳播）：---------------------------------------------------------------------------------------------------------------------------------------(1) Fauci AS, Touchette NA, Folkers GK. Emerging Infectious Diseases: a 10-Year Perspective from the National Institute of Allergy and Infectious Diseases. Emerg Infect Dis 2005 Apr; 11(4):519-25. Medicine"
Sign Language Science: Factors Contributing to Natural Learning,Georgetown University,Beginner,https://www.edx.org/course/sign-language-factors-contributing-to-natural-lear,This course promotes a better understanding of the factors that may affect how people learn signed language.,"In this course, we will look at how multiple, varying factors can account for language-learning patterns. Age, for example, is a key factor that predicts fluency. Another topic of particular importance to signed languages is the mind. Knowing that spoken language primarily activates the left hemisphere, in this course we will explore how signed languages also primarily activate the left hemisphere. Language"
Big Data Analytics,University of Adelaide,Intermediate,https://www.edx.org/course/big-data-analytics-2,"Learn key technologies and techniques, including R and Apache Spark, to analyse large-scale data sets to uncover valuable business information.","Gain essential skills in today’s digital age to store, process and analyse data to inform business decisions.In this course, part of the Big Data MicroMasters program, you will develop your knowledge of big data analytics and enhance your programming and mathematical skills. You will learn to use essential analytic tools such as Apache Spark and R.Topics covered in this course include:By the end of this course, you will be able to approach large-scale data science problems with creativity and initiative. Computer Science"
Achieving Product-Market Fit,"The University of Maryland, College Park-University System of Maryland",Beginner,https://www.edx.org/course/achieving-product-market-fit,"Learn how to truly know your target customer, your customer’s underserved needs, your value proposition, your product feature set, and your user experience, then integrate this knowledge into product and market requirements and positioning plans","Entrepreneur and investor Marc Andreessen coined the term product-market fit in 2007 when he said, “Product-market fit means being in a good market with a product that can satisfy that market.” While there are ample articles that mention the term, detailed guidance on how to actually achieve product-market fit is scarce.Through our course we will explore an actionable model that defines product-market fit using five key components. From bottom to top, we will examine the layers of product-market fit beginning with your target customer and transitioning through your customer’s underserved needs, your value proposition, your feature set, and ultimately your user experience (UX).Our process is an iterative, easy-to-follow guide through each layer to achieve product-market fit. This process helps you to articulate, test, and revise your key hypotheses about your product and the market so you can define and improve your product-market fit.Using the principles of Lean Product Process, our course is structured in seven steps: determining your target customer, identifying underserved customer needs, defining your value proposition, specifying your minimum viable product (MVP) feature set, creating your MVP prototype, testing your MVP with customers, and iterating to improve product-market fit. Business & Management"
Culture and Law: The East Asian Perspective,Waseda University,Beginner,https://www.edx.org/course/culture-and-law-the-east-asian-perspective,"Explore legal cultures in East Asia, Confucianism, apology, and Legal Orientalism.","In most Western cultures, personal identification is based on the individual, whereas in East Asia, the family registry system has been used to identify individuals.“Confucianism” is one of the common ethical values in East Asia. Confucian values place much emphasis on an individual’s moral obligation to family members.In this course, we will cover three themes. We will begin with identifying how Confucian moral and legal reasoning have evolved and the unique aspect of the role of apology in East Asia. The course also introduces the notion of Legal Orientalism and argues against the theory by presenting cases related to the advanced notion of anticipatory repudiation in China, a transfer pricing case in Japan, and Inter-Korea business law in Korea.Students and researchers interested in an introduction to East Asian societies, conflict resolution, negotiation studies, as well as contemporary legal cases in Japan, South Korea, and China are welcomed to join the course and discussions. Social Sciences"
How to Achieve the Sustainable Development Goals,SDG Academy,Intermediate,https://www.edx.org/course/how-to-achieve-the-sustainable-development-goals,"The world has adopted an ambitious agenda, the Sustainable Development Goals, to end poverty, protect the planet, and ensure prosperity for all. Learn how we can achieve these goals through careful planning and engagement of diverse stakeholders.","On September 25, 2015, the United Nations General Assembly adopted the 2030 Agenda for Sustainable Development, along with a new set of goals collectively called the Sustainable Development Goals (SDGs). This ambitious agenda is a call to action to end poverty, protect the planet, and ensure that all people enjoy peace and prosperity. This course on How to Achieve the SDGs provides an in-depth look at planning for SDG implementation. The range of topics covers financing, policy development, roles of stakeholders, and more. A comprehensive understanding of the societal transformations needed to achieve the SDGs is conveyed. This course is for:  Environmental Studies"
From Atoms to Stars: How Physics Explains Our World,National Research Nuclear University,Intermediate,https://www.edx.org/course/from-atoms-to-stars-how-physics-explains-our-world,Explore the universe through physics from the smallest micro particle to the vastness of galaxies.,"In this physics course, you will learn about the structure and function of our universe, from the micro-world of quantum fields and atoms up to the mega-world of stars and galaxies.You will learn about the objective laws governing the physical world and about methods, provided mainly by physics, which allow us to obtain such knowledge.This course is taught by the National Research Nuclear University MEPhI, one of the world leaders in nuclear science and education. Our hope is that this course will help boost your curiosity and positively influence or even help to determine your future professional career.This course is for anyone is who is curious about how our world is constructed and wants to learn more about our universe and the nature surrounding us.Knowledge of physics and mathematics is NOT required. Basic school level will be quite enough. Physics"
The Threat of Nuclear Terrorism,Stanford University,Beginner,https://www.edx.org/course/the-threat-of-nuclear-terrorism,"Former Secretary of Defense William J. Perry and a team of international experts explore what can be done about the threat of nuclear terrorism in this free course, for which you can earn a signed Statement of Accomplishment. This is a self-paced version of the original course which ran in Fall 2017.","Is the threat of nuclear terrorism real? Listen to Graham Allison, Martha Crenshaw, David Holloway and Joe Martz as they investigate the evidence with myself and selected Stanford students. What would be the consequences of a nuclear terror attack? The scenario is difficult to imagine, but Alex Wellerstein and Lynn Eden help me and our students understand just what could happen if the worst case occurs, and how we can work to limit the damage. What can we do to prevent or mitigate this risk? Participate as I explore this crucial question with the help of Stephen Flynn, Rachel Bronson, Valerie Plame Wilson, Ellen Tauscher and Jeffrey Lewis.With the expert help of Stanford Online, we are able to bring to you this unprecedented group of experts from a wide variety of fields, who share a strong commitment to the urgency of educating people on this important topic. In some of the sessions, you will also hear students actively participating in the conversation. You’ll be exposed to a profound and sometimes disturbing body of research and information, and challenged to find a path forward out of this predicament.We do not have required reading, but under Additional Resources you will find numerous books, articles, web links and videos to enhance your experience. In addition, we offer a ""Nukes in the News"" section to add topicality. The more you participate, the more you will get out of your experience.Our course differs from most online courses in a fundamental way: our goal is not just to provide facts, but to inspire you to take action. You have the power to make a difference, and I believe this course will give you knowledge and hopefully motivation to do so. You can read more about the subject, and find ways to become involved, by visiting the website of the William J. Perry Project: www.wjperryproject.org.Course InstructorsDr. William J. Perry was the 19th Secretary of Defense for the United States, serving from February 1994 to January 1997. He previously served as Deputy Secretary of Defense (1993-1994) and as Under Secretary of Defense for Research and Engineering (1977-1981). Dr. Perry is the Michael and Barbara Berberian Professor (emeritus) at Stanford University. He is a Senior Fellow at the Freeman Spogli Institute and the Hoover Institution, and he serves as Director of the Preventive Defense Project. In 2013, Dr. Perry founded the William J. Perry Project (www.wjperryproject.org) to engage and educate the public on the dangers of nuclear weapons in the 21st century.Graham Allison is the Douglas Dillon Professor of Government at Harvard’s Kennedy School and former Director of the Belfer Center for Science and International Affairs. He is a leading analyst of U.S. national security and defense policy with a special interest in nuclear weapons, terrorism, and decision-making. His latest book, Destined for War: Can America and China Escape Thucydides’s Trap?, was published by Houghton Mifflin Harcourt in May 2017 and quickly became a national bestseller. Dr. Allison served as Assistant Secretary of Defense in the first Clinton Administration and as Special Advisor to the Secretary of Defense under President Reagan. He has the sole distinction of having twice been awarded the Department of Defense's highest civilian award, the Distinguished Public Service Medal, first by Secretary Cap Weinberger and second by Secretary Bill Perry.Dr. Rachel Bronson is the Executive Director and Publisher of the Bulletin of the Atomic Scientists where she oversees the publishing programs, the management of the Doomsday Clock, and a growing set of activities around nuclear weapons, nuclear energy, climate change and emerging technologies. She is the author of Thicker than Oil: America’s Uneasy Partnership with Saudi Arabia (Oxford Press, 2006). Her writings have appeared in publication such as Foreign Policy, Foreign Affairs, The National Interest, The New York Times, The Washington Post, Huffington Post, and The Chicago Tribune. Dr. Bronson has testified before the Congressional Anti-Terrorist Finance Task Force, Congress’ Joint Economic Committee, and the 9/11 Commission.Dr. Martha Crenshaw is a Senior Fellow at Stanford’s Center for International Security and Cooperation and Freeman Spogli Institute and a Professor of Political Science by courtesy at Stanford. She is a world-renowned expert on political terrorism. In recognition of her work, the National Science Foundation/Department of Defense Minerva Initiative awarded Dr. Crenshaw a grant for a project on ""mapping terrorist organizations"" (see mappingmilitants.stanford.edu). In 2011, Routledge published Explaining Terrorism, a collection of Dr. Crenshaw's previously published writings. Most recently, she co-authored a book with Gary LaFree titled, Countering Terrorism.Dr. Lynn Eden is a Senior Research Scholar Emerita. She was a Senior Research Scholar at Stanford University's Center for International Security and Cooperation until January 2016, as well as the Associate Director for Research. Dr. Eden's book, Whole World on Fire: Organizations, Knowledge, and Nuclear Weapons Devastation, explores how and why the U.S. government--from World War II to the present--has greatly underestimated the damage caused by nuclear weapons by failing to predict damage from firestorms. Whole World on Fire won the American Sociological Association's 2004 Robert K. Merton Award for the Best Book in Science, Knowledge, and Technology.Dr. Stephen Flynn is Founding Director of the Global Resilience Institute at Northeastern University (https://globalresilience.northeastern.edu/) where he leads a university-wide research enterprise to inform and advance societal resilience. At Northeastern, he is also a Professor of Political Science with affiliated faculty appointments in the College of Engineering and the School of Public Policy and Urban Affairs. Dr. Flynn is recognized as one of the world’s leading experts on both critical infrastructure and supply chain security and resilience. Among his most influential publications are the critically acclaimed The Edge of Disaster: Rebuilding a Resilient Nation and the national bestseller America the Vulnerable: How Government is Failing to Protect Us From Terrorism.Dr. David Holloway is the Raymond A. Spruance Professor of International History, a Professor of Political Science, and a Freeman Spogli Institute Senior Fellow at Stanford University. He is an expert on the development of the Soviet nuclear program and has published widely on this subject. His book, Stalin and the Bomb: The Soviet Union and Atomic Energy, 1939-1956 (Yale University Press, 1994), was chosen by the New York Times Book Review as one of the eleven best books of 1994, and it won the Vucinich and Shulman prizes of the American Association for the Advancement of Slavic Studies.Dr. Jeffrey Lewis is the Director of the East Asia Nonproliferation Program at the Middlebury Institute of International Studies at Monterey. Previously, Dr. Lewis served as the Executive Director of the Managing the Atom Project at the Belfer Center for Science and International Affairs, Executive Director of the Association of Professional Schools of International Affairs, a Visiting Fellow at the Center for Strategic and International Studies, and a desk officer in the Office of the Undersecretary of Defense for Policy. He is also a Research Scholar at the Center for International and Security Studies at the University of Maryland's School of Public Policy (CISSM).Dr. Joseph Martz is a physicist and 35-year employee of Los Alamos National Laboratory, who has focused on issues surrounding nuclear security, nuclear weapons, and stockpile stewardship. His early work led to a nationwide evaluation and repackaging of stored nuclear materials, and he was a co-developer of the ARIES system, a means to dismantle and safely recover plutonium from excess nuclear weapons. In addition to his research at Los Alamos, Dr. Martz has led national project teams, including the recent reliable-replacement warhead design competition and several complex nuclear material experiments.Ellen O’Kane Tauscher represented California’s 10th Congressional District in the East Bay of San Francisco for seven terms from 1997-2009. She served on the House Armed Services Committee and was Chair of the Strategic Forces Subcommittee, overseeing the nuclear weapons stockpile and complex, among other forces, from 2006-2009. In 2009, Tauscher was nominated by President Barack Obama and confirmed by the United States Senate as Under Secretary of State for Arms Control and International Security Affairs. As Under Secretary of State, Tauscher was responsible for successfully closing negotiations of the New Start Treaty with the Russian Federation in March 2010 in Geneva and representing the United States at the Non-Proliferation Treaty Review Conference at the United Nations in May 2010.Dr. Alex Wellerstein is an Assistant Professor of Science and Technology Studies (STS) in the College of Arts and Letters at the Stevens Institute of Technology in Hoboken, New Jersey. Dr. Wellerstein has been an Associate Historian (a postdoctoral position) at the Center for the History of Physics at the American Institute of Physics, as well as a postdoctoral fellow at the Managing the Atom Project (MTA) and the International Security Program at the Belfer Center for Science and International Affairs, Harvard Kennedy School of Government.Valerie Plame Wilson : As a former career covert CIA operations officer, Valerie Plame Wilson worked to protect America’s national security and prevent the proliferation of weapons of mass destruction, in particular nuclear weapons. During her career with the CIA, Valerie managed top-secret covert programs designed to keep terrorists and rogue nation states from acquiring nuclear weapons. Her position involved decision-making at senior levels, recruiting foreign assets, deploying resources around the world, managing multi-million dollar budgets, briefing U.S. policymakers, and demonstrating consistently solid judgment in a field where mistakes could prove disastrous to national security. History"
"Architecture, Algorithms, and Protocols of a Quantum Computer and Quantum Internet",Delft University of Technology,Intermediate,https://www.edx.org/course/architecture-algorithms-quantum-computer-internet,"Learn the basics of quantum algorithms, quantum error-correction, micro-architectures, compilers, and programming languages for quantum processors, and protocols for the quantum internet.","In this course we will demonstrate how a large-scale quantum processor could be built using these qubits. Among the topics that we will discuss are micro-architectures, compilers, and programming languages. The course will also cover some of the basics of quantum error-correction, an essential procedure that allows us to combat errors that arise during computations using delicate qubits. To complete the story arc from the hardware of quantum computers to their software, the course will discuss the main factors that triggered the efforts to build quantum computers in the first place: quantum algorithms. The course then concludes with a discussion on the quantum internet: what is it? How can it be built? Why is it useful? The course is a journey of discovery, so we encourage you to bring your own experiences, insights and thoughts via the forum! This course is authored by experts from the QuTech research center at Delft University of Technology. In the center, scientists and engineers work together to enhance research and development in quantum technology. QuTech Academy’s aim is to inspire, share and disseminate knowledge about the latest developments in quantum technology. Physics"
Contemporary Issues in World Politics,Università degli Studi di Napoli Federico II,Beginner,https://www.edx.org/course/contemporary-issues-in-world-politics,Explore major issues in world politics and learn how recent developments have challenged world order and peace.,"This course is part of the IPSAMOOC project, a joint venture Federica Weblearning - IPSA, the International Political Science AssociationWiththe demise of the Soviet Unionand the end of the Cold War, the World Order that had been established after the Second World War began to undergo significant transformation. After a short period of euphoria during which Eastern Europe was incorporated into NATO and the European Union, and a slightly longer-lived period of American predominance in the international system, a multi-polar system set in. Developments at both the regional and global levels have emerged to challenge world peace and order. This course reviews the driving forces of International Politics. It first describes the post-World War II international order before moving on to look at its breakdown and resultant transformation. The course explores thorny issues in contemporary World Politics, including disorders in the Balkansthat resulted from the collapse of Yugoslavia; the rise of China and the return of Russia as major actors on the world stage; and the humanitariancrises in Bosnia and Kosovo where the West intervened, as well as Rwanda and others, where it did not. We'll then conduct an analysis of the Arab Spring, where democratic aspirations mainly failed and the resulting dislocations fanned the expansion of radical Islam and the associated wave of global terrorism. The course will also examine frozen conflicts such as the Arab-Israeli conflict, and conclude by looking at the problems of the global commons; such as climate change, pollution, pandemics, and growing refugeechallenges. Social Sciences"
More Fun with Prime Numbers,Kyoto University,Intermediate,https://www.edx.org/course/more-fun-with-prime-numbers,Take a deep dive intoPrime Numbers - one of the most mysterious and important subjects in mathematics!,"2, 3, 5, 7, 11, 13, 17, 19, 23, 29 are all prime numbers and they hold special significance. Mathematicians from ancient times to the 21st century have been working on prime numbers, as they're one of the most mysterious and important subjects in mathematics. In this course, I will present several attractive topics on prime numbers. You will learn basic concepts of prime numbers from the beginning. They obey mysterious laws. Some laws are easily verified by hand, some laws were discovered 100 years ago, and some laws are yet to be discovered. Surprisingly, prime numbers are also applied to cryptography today. You will also learn how to construct practical cryptosystems using prime numbers. The original course ""Fun with Prime Numbers"" was first offered in 2015 and attracted many students. This course will be offered as its refined and upgraded version. All the lecture videos will be renewed, and a new topic on cryptography will be added so as to enliven and satisfy even the students who took the previous course. No previous knowledge of prime numbers is required in this course. Calculating with a pen and paper, you will explore the mysterious world of prime numbers. The course is designed to encourage you to attack unsolved problems, and hopefully, discover new laws of your own in the future! Math"
Enterprise Selling,Queen’s University,Beginner,https://www.edx.org/course/enterprise-selling,"Learn essential concepts to align marketing and sales strategies, find and qualify customers, and conduct sales conversations.","Selling is one of the most crucial and oldest professions and it is an extremely marketable skill for most consulting, management and executive positions. In fact, for many careers in business, the starting point is sales. In this course you will get the chance to learn how to ""sell"" to senior executives in enterprises .Do you think;
You could sell a $1,000,000 services deal to a team of experienced executives at a multinational corporation?
You could close an annual software contract for $50,000 to the founding team of a fast moving startup? 
You can convince a C-level executive to make a purchase decision and choose your business
You have the communication skills that will enable you to sell your ideas, services, products, and most importantly yourself!Over the duration of this course, enterprise selling, you will have opportunity to learn sales concepts like the sales cycle, buying process, and managing enterprise customers through a variety of lectures, case studies, and video role play analysis. There will be an opportunity to see the sales process in action, taking potential customers and converting them into enterprise accounts, enabling you to practice your skills to become a sales leader.Upon successful completion of this course, the student should be able to: Business & Management"
Climate Change: Financial Risks and Opportunities,Imperial College Business School-Imperial College London,Intermediate,https://www.edx.org/course/climate-change-financial-risks-and-opportunities,"Explore the risks and opportunities that climate change presents to financial markets, hearing from a range of investment industry leaders and scientific researchers.","Do you want to know more about how a warming planet is changing the landscape for investing? Geared towards professionals working in financial markets, this course provides a solid introduction to the financial risks and opportunities arising from man-made climate change. Our aim is to help you answer a simple question: Does climate risk matter to investors? We do this by defining the financial risks related to climate change and follow with the investment policies and risk management strategies that are taking shape. This course is also a starting point for risk and strategy managers anticipating the impacts from the Financial Stability Board’s Task Force on Climate-Related Financial Disclosures (TCFD) asking firms to disclose the climate risks they face. In short, the course is a primer on how global capital markets are responding the world’s greatest environmental risk. Participants will be exposed to the latest thinking from senior leaders in financial services and multinational firms. The course is led by business school faculty and The Centre for Climate Finance and Investment at Imperial College London; designed by investment practitioners for finance professionals and those aspiring to enter the field. Climate-KIC is supported by EIT, a body of the European Union. Economics & Finance"
Mandarin Chinese Level 2,MandarinX,Beginner,https://www.edx.org/course/mandarin-chinese-level-2,"Develop practical Mandarin skillswith extensive vocabulary, phrases and sentence structures used in daily communication and business environments.","In this course, you will learn extensive vocabulary for describing people and objects, making comparisons, and stating your own perspectives by using complex and varied sentence structures. Learners will focus on tones and intonation with designed practices and learn to build dialogues in a business environment. After this Mandarin Chinese language course, you will be able to communicate in Mandarin speaking countries without difficulties. If you enroll in the verified track, you will be able to participate in the Webinar lectured by Dr. Estella Y. Chen, who will lead the discussion with a wide variety of popular topics to accompany you to the world of chinese business culture and trend. What's more, in the verified track, we'll give you three pronunciation lessons that will help you communicate more smoothly and effectively in a business environment. Supplementary tools or materials are recommended if you would like to learn written language and stroke orders of Chinese characters. Language"
Design Thinking: Prototyping and User Testing,Rochester Institute of Technology,Intermediate,https://www.edx.org/course/design-thinking-prototyping-and-user-testing,Learn the importance of prototyping and user testing solutions before going to market and how to assess and evaluate solutions post-launch.,"Creating prototypes puts a proposed solution into action. In this course, you will learn the value of prototypes and user testing as critical components of the design thinking process. You will examine case studies to understand the iterative process of prototyping and discover how new products and ideas can emerge as a result.As part of the Design Thinking MicroMasters program, you will study how to analyze and implement the results of user testing to ensure your solution can fully benefit from this inclusive and innovative process. Best practices for evaluating solutions will also be covered, including surveys, user evaluations, focus groups and interviews. Business & Management"
Big Data and Education,University of Pennsylvania,Advanced,https://www.edx.org/course/big-data-and-education,Learn the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.,"Online and software-based learning tools have been used increasingly in education. This movement has resulted in an explosion of data, which can now be used to improve educational effectiveness and support basic research on learning.In this course, you will learn how and when to use key methods for educational data mining and learning analytics on this data. You will examine the methods being developed by researchers in the educational data mining, learning analytics, learning-at-scale, student modeling, and artificial intelligence communities. You'll also gain experience with standard data mining methods frequently applied to educational data. You will learn how to apply these methods and when to apply them, as well as their strengths and weaknesses for different applications.The course will discuss how to use each method to answer education research questions, and to drive intervention and improvement in educational software and systems. Methods will be covered at a theoretical level, and in terms of learning how to apply them in Python or using software tools like RapidMiner. We will also discuss validity and generalizability; establishing how trustworthy and applicable the analysis results. Data Analysis & Statistics"
Model-Based Automotive Systems Engineering,Chalmers University of Technology,Advanced,https://www.edx.org/course/model-based-automotive-systems-engineering,Learn how to model and simulate system dynamics in automotive engineering,"Modeling, control design, and simulation are important tools supporting engineers in the development of automotive systems, from the early study of system concepts (when the system possibly does not exist yet) to optimization of system performance. This course provides a theoretical basis to model-based control design with the focus on systematically develop mathematical models from basic physical laws and to use them in control design process with specific focus on automotive applications. You will learn the basics of mathematical modeling applied to automotive systems, and based on the modeling framework different type of controller and state estimation methods will be introduced and applied. Starting from a pure state-feedback concept down to optimal control methods, with special attention on different automotive applications. Different methods for state reconstruction is also introduced and discussed in the course. Exercises play an important rolethroughout the course. This course is aimed at learners with a bachelor's degree or engineers in the automotive industry who need to learn more about mathematical modelling of automotive systems. Engineering"
Introduction to Hyperledger Blockchain Technologies,The Linux Foundation,Beginner,https://www.edx.org/course/introduction-to-hyperledger-blockchain-technologie,"A primer to blockchain, distributed ledgers and Hyperledger technologies.","Discover the power of business blockchains and distributed ledger technologies with an overview of Hyperledger andits key frameworks. All over the global market there are ledgers that organizations and individuals alike must trust. Blockchain technologies record promises, trades, transactions or simply items we never want to disappear, allowing everyone in an ecosystem to keep a copy of the common system of record. This Beginner course is carefully curated for nontechnical, business-oriented audiences. It examines blockchains for the enterprise and a number of pertinent use cases from Hyperledger, a global cross-industry community of communities hosted by The Linux Foundation and advancing business blockchain technologies. Hyperledger is incubating and promoting enterprise grade, open source business blockchain software, on top of which anyone can set up apps to meet cross-industry needs. The course covers key features of blockchain technologies and the differentiators between various types of Hyperledger projects. We'll start with ‘what is blockchain’ and open the discussion to identifying suitable blockchain use cases for your business requirements. We will then take a deeper dive into the enterprise-ready Hyperledger blockchain frameworksand tools. Students will gain an understanding of how blockchains work and how they can create value for their business through cost-savings and efficiencies, in terms of speed and simplicity. They will view how information is generated, stored, and shared in various blockchains, as well as gain tools to evaluate whether or not a blockchain solution would be suitable for their particular business case. Industries today are usingblockchain technologies to increase efficiency and solve business problems associated with data privacy, security, information sharing, and inclusion. Be on the cutting edge; learn about these innovative technologiesand bring unique value to your business. Business & Management"
MathTrackX: Integral Calculus,University of Adelaide,Beginner,https://www.edx.org/course/mathtrackx-integral-calculus,Discover concepts and techniques relating to integration and how they can be applied to solve real world problems.,"This course is part four of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.This course will cover basic concepts and techniques relating to integration, another fundamental tool of calculus. Integration is key to understanding the accumulation of a quantity given its rate of change.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will cover concepts and techniques to provide a foundation for the applications of differentiation in STEM related careers and/or further study at the undergraduate level.Join us as we provide opportunities to develop your skills and confidence in applying mathematics to solve real world problems. Math"
Solar Energy Engineering: Comprehensive Exams,Delft University of Technology,Advanced,https://www.edx.org/course/solar-energy-engineering-comprehensive-exams-2,Finalize the Solar Energy Engineering program to become a MicroMasters graduate.,"In this course you will gain access to two final exams. The first exam covers the content of PV1x and PV2x, and the second exam covers the content of PV3x and PV4x. For each exam you are given two attempts. You will be given exam preparation material to help you prepare.The exams are offered in the format of proctored exams. To read more about proctored exam and to review the technical requirements, review the edX's help pages. Engineering"
Overview & Management of Parkinson’s Disease,Salisbury University-University System of Maryland,Intermediate,https://www.edx.org/course/overview-management-of-parkinsons-disease-2,"Provides an overview of Parkinson’s disease, including risk factors, stages, symptoms, medications and treatments. Explores the experience of aperson with Parkinson’s disease, as well as, special care considerations when hospitalized.","Are you a nurse, physical therapist or other healthcare professional who wants to learn more about Parkinson’s disease and how this movement disorder is managed? Here are the key areas that will be addressed over 5 modules:  Medicine"
Sprint Planning for Faster Agile Team Delivery,"The University of Maryland, College Park-University System of Maryland",Advanced,https://www.edx.org/course/driving-speed-through-agile-planning-2,"Drive speed into any project with prioritized backlogs, limiting work-in-process, and engaging the entire agile team in effective sprint planning.","Version 2 of this course series delivers beyond the original agile certification. It includes updated content, better audit and verified learner experiences, and bonus videos on key topics.The follow-on to this course series on “Advanced Scrum” is expected by the end of Summer 2020. Speed is by far the most sought-after benefit of Agile. First mover advantages, the economic cost of delays, and the enabling effect on innovation drive the search for speed. Agile offers the fastest means of attaining speed: managing scope. But beyond the hype over scope management, there are key principles of non-traditional task management that ensure the scope chosen is delivered as efficiently as possible.In this course, you'll learn how to drive speed into any project by selecting and limiting work-in-progress through agile planning and task management. There are two principle roles involved, the scrum master and the product owner. However, the entire scrum team needs to understand the principles behind backlog refinement, sprint planning, and execution throughout the sprint cycle.In this course we'll show you how to run effective sprint planning meetings that produce a sprint backlog ready to deliver on your sprint goals and release objectives. You'll learn the power of prioritizing backlog items, and why we agile planning and sprint planning isn't just a managed list you work top-down in priority order. Instead, scrum teams commit to achieving goals and work together to ensure the user stories that are highest priority get delivered in this sprint, so the upcoming sprint isn't delayed. This also means understanding your team capacity and how to ensure safe and on-time delivery of the highest items on the product backlog that actually matter to your customer.While this course will not make you an agile certified practitioner (PMI-ACP), or certified scrum master (CSM), it offers a more fundamental agile certification based on agile principles and how sprint planning enables hyper productivity in industry today. You'll finish this course more than ready to continue your agile journey, which we hope takes you to the next course in the series on “Agile Innovation and Problem Solving Skills.”Upon successful completion of this course, learners can earn 10 Professional Development Unit (PDU) credits, which are recognized by the Project Management Institute (PMI). PDU credits are essential to those looking to maintain certification as a Project Management Professional (PMP). Engineering"
Introduction to Water and Climate,Delft University of Technology,Intermediate,https://www.edx.org/course/introduction-to-water-and-climate,This course is part of a XSeries Program,"Water is essential for life on Earth and of crucial importance for society. Water also plays a major role in affecting climate. Its natural cycle, from ocean to atmosphere by evaporation, then by precipitation back to land returning via rivers and aquifers to the oceans, has a decisive impact on regional and global climate patterns.For students of engineering, climate science and environmental studies, this course offers a first introduction to the physics of water systems and their role in climate. In addition, we show you the state-of-the-art engineering interventions that can be applied to water systems. These can improve coastal safety and increase the availability of water supplies worldwide.The course welcomes students from all over the globe, so we actively encourage discussion of water and climate issues you may experience in your location, now and in the coming decades.After taking this course, you will be able to:The course consists of knowledge clips, movies, exercises, and exam assignments. There are opportunities to discuss course materials with your fellow students and the Course Team through our online forum. We also provide interactive feedback video sessions in which the lecturers discuss issues raised by students.Delft University of Technology (TU Delft) has a unique reputation when it comes to water and climate, with faculty experts in the fields of climate research, water management and hydraulic engineering. The course introduces you to many aspects of water and climate: from the micro scale of raindrops to the macro scale of oceans, and from understanding the physics of the different water systems to practical engineering solutions that may help societies adapt to the present and future impacts of climate change on water.Together with the courses ""Drinking water treatment"" and ""Urban Sewage Treatment"" this course forms the Water XSeries, from the Faculty of Civil Engineering and Geosciences at TU Delft. Engineering"
The Medieval Icelandic Sagas,The University of Iceland,Intermediate,https://www.edx.org/course/the-medieval-icelandic-sagas-2,"Learn about the Icelandic Sagas, the characteristic literary genre of Medieval Iceland comprising roughly 40 texts.","The Medieval Icelandic Sagas is an Beginner course on the single most characteristic literary genre of Medieval Iceland. Mainly written in the 13th century, the Icelandic Sagas are comprised of roughly 40 texts of varying length. In this course, you will learn about three Sagas, written at different times, with the aim of giving an overview of the writing period and the genre as a whole. These are Eyrbyggja Saga, Njáls Saga and Grettis Saga. We will explore the landscape and archaeology of Iceland to see how they can add to our understanding of the Sagas as well as take an in-depth look at the most memorable characters from the Sagas. Participants will have opportunities to engage with an online community of Icelandic and international scholars, learners and others to explore topics relating to Icelandic and Nordic Medieval history beyond the course curriculum. The Medieval Icelandic Sagas course is associated with a two-year international master’s program in Viking and Medieval Norse Studies at the University of Iceland. Humanities"
Visual Presentation,Rochester Institute of Technology,Beginner,https://www.edx.org/course/visual-presentation-3,"Learn how impactful images can enhance your presentation, communication and messaging to impress your audience.","Visual elements are critical components in effective communication and presentation. The importance of imagery and how it relates to branding, memory recall, and awareness cannot be underestimated. Whether it's a document, presentation, or video, using one relevant image can replace an entire section of text and be more impactful.This course, part of the Communication Skills Professional Certificate program, is an introduction to key principles, best practices, and ethics of visual communication for professionals who are not designers by trade. Learners will practice creating visual communication that seeks to educate, inform, persuade, and/or entertain specific target audiences. You will also analyze visual messages appearing in a variety of media and digital platforms. Communication"
Community Engagement: Collaborating for Change,The University of Michigan,Beginner,https://www.edx.org/course/community-engagement-collaborating-for-change,"Learn principles and strategies for engaging with U.S.-based and global communities through partnerships, research, service, and learning","Now more than ever, people are seeking ways to affect change in their communities — both locally and around the world. This course is for anyone — from novices to experienced practitioners — who wants to work more effectively with community members and organizations, including through, but not limited to: Prepare in advance or take this course simultaneously to get the most out of your experience by engaging with communities ethically, respectfully, and sustainably. Developed by a highly interdisciplinary team of U-Mcontent experts and faculty, this course is designed to be both engaging and challenging, offering an accessible entry into foundational topics as well as a jumping off point to pursue work and further learning in effective community engagement. It is also a toolkit and a roadmap that offers concrete takeaways and resources for working effectively with communities. Throughout the course, you’ll learn from experienced U-M students, faculty, and staff and local community partners, and you’ll have many opportunities to try out and apply the principles and concepts you’re learning. No prior community engagement experience necessary.Key concepts and strategies you’ll learn:  Social Sciences"
"Proteins: Alignment, Analysis and Structure",University System of Maryland-University of Maryland Global Campus,Advanced,https://www.edx.org/course/proteins-alignment-analysis-and-structure,Learn about proteins and the important role structure plays in their function as you learn how to analyze and align protein sequences.,"Proteins play a very important role in all organisms. In fact, most of the work that happens inside every cell happens because a specific protein is employed for a specific task. Often the three-dimensional shape of a protein plays a major role in its function. As such, it is important to know the structure of all proteins to have an idea of what function they perform.One of the jobs of a bioinformatician is to predict the three-dimensional structure of a protein using only the DNA sequence that encodes it as well as determining the effects of any mutations in the DNA on the three-dimensional structure/function.In this course, part of the Bioinformatics MicroMasters program, you will learn about protein structure and its impact on function, practice aligning protein sequences to discover differences, and generate model structures of proteins using web and software-based approaches. This course is part of the Bioinformatics MicroMaster’s program from UMGC. Upon completion of the program and receipt of the verified MicroMaster’s certificate, learners may then transition into the full UMGC Master’s Program in Biotechnology with a specialization in Bioinformatics without any application process or testing. See the MicroMasters program page for more. Biology & Life Sciences"
AI Applications with Watson,IBM,Intermediate,https://www.edx.org/course/AI-applications-with-watson,"Turbocharge your chatbot's IQ and AI capabilities with IBM Watson Discovery and powered by Watson Assistant. Learn to use and program tools and assitant services such as Tone Analyzer and Personality Insights to build queries, extract information big data repositories.","By enrolling in this course, chances are you've studied artifical intelligence, built chatbots and have perhaps even used Watson Assistant along the way. But did you know that you can turbocharge your chatbot's IQ with IBM Watson Discovery, a service designed to reveal the hidden value in your data? Discovery specializes in taking your data--structured or unstructured--and extracting from it answers and patterns.For example, if you have a large repository, the contents of which could answer customer questions, you've got the makings of a great FAQ chatbot.In this course, you'll learn how to build queries in Discovery, which allows you to surface answers and patterns from large repositories of data. You'll next learn to use Discovery to extract insights from a set of hotel reviews. Then, to make that data come to life, you'll integrate Discovery with other Watson services to create a chatbot that can tell you about the best hotels in a certain US city. By using these Watson services, you'll add more layers of analysis to help you find the best hotel.You'll build your chatbot application with the following Watson services:By the end of this course, you will have built a fully functioning AI-powered chatbot. Moreover, you should be able to apply the services taught here to your own data sets, enabling you to create sophisticated chatbots of your own. Computer Science"
Data Analytics and Visualization in Health Care,Rochester Institute of Technology,Advanced,https://www.edx.org/course/data-analytics-and-visualization-in-health-care,"Learn best practices in data analytics, informatics, and visualization to gain literacy in data-driven, strategic imperatives that affect all facets of health care.","Big data is transforming the health care industry relative to improving quality of care and reducing costs--key objectives for most organizations. Employers are desperately searching for professionals who have the ability to extract, analyze, and interpret data from patient health records, insurance claims, financial records, and more to tell a compelling and actionable story using health care data analytics. The course begins with a study of key components of the U.S. health care system as they relate to data and analytics. While we will be looking through a U.S. lens, the topics will be familiar to global learners, who will be invited to compare/contrast with their country's system. With that essential industry context, we'll explore the role of health informatics and health information technology in evidence-based medicine, population health, clinical process improvement, and consumer health. Using that as a foundation, we'll outline the components of a successful data analytics program in health care, establishing a ""virtuous cycle"" of data quality and standardization required for clinical improvement and innovation. The course culminates in a study of how visualizations harness data to tell a powerful, actionable story. We'll build an awareness of visualization tools and their features, as well as gain familiarity with various analytic tools. Data Analysis & Statistics"
Question Everything: Scientific Thinking in Real Life,The University of Queensland,Beginner,https://www.edx.org/course/question-everything-scientific-thinking-in-real-li,Learn how to use math and science to solve everyday problems.,"Have you ever wondered how you can apply math and science skills to real life? Do you wish you could go beyond what you've learned in the classroom? This science course will advance your knowledge as we unpack some important scientific thinking skills using real-world examples. By completing this course, you will be better prepared to continue studying math and science at the high school level and beyond.In this course, a collaboration between The University of Queensland and Brisbane Grammar School, we will cover key scientific concepts related to:Each concept will be explored through real world examples and problems that will help you visualize how math and science work in your life.This course is ideal for high school students looking to challenge themselves and further develop an interest in math and science. It is also applicable to high school science teachers looking for additional materials for teaching. Math"
Introduction to Lifestyle Medicine,Doane University,Beginner,https://www.edx.org/course/introduction-to-lifestyle-medicine,Gain a basic understanding of the main components of lifestyle medicine as well as the importance of using the coach approach when counseling patients about behavior change.,"This course is credit eligible through Doane University's Open Learning Academy. The Open Learning Academy's 3-4 credit hour courses are designed to provide learners with foundational coursework for undergraduate level programs. It is strongly encouraged that you consult with your institution of choice to determine how these credits will be applied to their degree requirements prior to transferring the credit. Lifestyle factors including poor nutrition and physical inactivity are critical determinants of health, causing a pandemic of chronic diseases, premature death and unsustainable healthcare costs. Currently, 50 percent of Americans live with one or more chronic illnesses in which diet, exercise and stress play a key role. Lifestyle Medicine is the science and application of 49 healthy lifestyles as interventions for the prevention and treatment of lifestyle-related diseases such as heart disease, diabetes, stroke, obesity, some neurological conditions and some cancers. It is the evidence-based specialty bridging the science of physical activity, nutrition, stress management and resilience; sleep hygiene and other healthy habits to individuals through clinical practice in healthcare. BIOL-212x Introduction to Lifestyle Medicine from DoaneX is a credit-eligible course. Learners have the opportunity to experience this same rigorous university-level course on a flexible schedule and earn academic credit when they pass the course with a C or better. Credit details: Number of credit hours for BIOL-212x Introduction to Lifestyle Medicine: 3 credit hours. 
Cost: $500 (USD) - pay for credit earned after passing the course with a C or better. Eligibility:  Biology & Life Sciences"
"Social Work Practice with Individuals, Families, and Small Groups",The University of Michigan,Advanced,https://www.edx.org/course/social-work-practice-with-individuals-families-and,"Learn how to assess and design appropriate intervention strategies for individuals, families, and small groups.","This course focuses on the transactional relationships between people and their social environments.You will learn social work practice methods to restore, maintain and promote social functioning as it relates to individuals, families, and small groups.This course integrates content on multiculturalism, diversity, and social justice issues. You will examine social work values and ethics as well as issues of race, ethnicity, gender, sexual orientation, socio-economic status, age, religion, and ability as these relate to social work practice.This course builds off of behavioral and social science theories to inform the practice concepts and skills presented. You will learn how to perform various social work roles (i.e. counselor/clinical social worker, group facilitator, mediator, and advocate), recognizing that these roles must adhere to social work values and ethics. You will learn the importance of developing relationships with clients, colleagues, supervisors, other professionals, and other constituencies. You will learn how to apply skills such as active listening, empathic responding, contracting, and critical and creative thinking in practice.All phases of the social work practice intervention process (i.e. engagement, assessment, intervention and evaluation) are presented and applied with individuals, families, and small groups.You will learn how to assess vulnerabilities and strengths in clients' lives that relate to attributes (e.g. ability, age, class, color, culture, ethnicity, family structure, gender {including gender identity and gender expression}, marital status, national origin, race, religion or spirituality, sex, and sexual orientation) as well as situational and environmental factors relevant to the client's social functioning.You will also learn how to assess risks, barriers, and plan, implement and monitor change strategies and evaluate techniques in order to demonstrate effectiveness.This course is part of the Social Work: Practice, Policy and Research MicroMasters Program offered by MichiganX. Please note that to complete this program with a MicroMasters certificate, you must be enrolled as a verified learner in all courses in the program by November 30, 2020, and you must complete all assessments by March 29, 2021.Upon completion of this course, students using a social work practice framework will be able to: Social Sciences"
Indian & Tibetan River of Buddhism,Columbia University,Intermediate,https://www.edx.org/course/indian-tibetan-river-of-buddhism,"Explore an overview of the history and philosophy of Buddhism throughout India, South and Southeast Asia, Tibet, and Central Asia, featuring the basics of the Buddhist view of reality and its educational principles of sciences, mind and social ethics.","The course begins with a survey of the origins of Buddhism in the Indian subcontinent in the mid-first millennium BCE, as well as its transformation in the first millennium CE into the Sanskrit-language-based Mahayana Buddhism(s) that permeated the monastic traditions and flourished in India until around 1100 CE, and that persists up topresent dayin East Asia, Central Asia, and Vietnam.  The Tibetan aspect of this course surveys the Tibetan and Central Asian reception and development of these Indian Buddhist traditions that occurred in two distinct historical periods: (1) from 650 CE until ca. 850 CE, and (2) from ca. 950 CE to the present.   During the first period, the Indians' and Tibetans' massive efforts to translate into the Tibetan language the Sanskrit and Prakrit contents of the great Indian monastic university libraries resulted in the reception and preservation in Tibetan of the most essential parts of what was destroyed in India during the Persian, Turkish, and Tajik invasions and occupations in the early second millennium CE. These translations also enabled that Indian style of Buddhism to spread into the Mongolias and the Manchu empire in China. In addition to addressing such reception and preservation, wewill alsosurvey the unique ways in which these Indian forms of Buddhism were further developed in the Tibetan and Central Asian cultural spheres (throughout their histories, and especially in the second period that began after the destruction of Indian Buddhism).   Finally, we will explore 20th-21st century manifestations and developments of Tibetan Buddhism throughout the global modern world. Although in the modern era Tibet itself has lost its Buddhist culture internally due to the Chinese communist occupation and cultural revolution, that Buddhist culture has been maintained and developed in exile and diaspora, and its worldwide spread is a remarkable phenomenon in the history of American and European forms of world Buddhism.Module 1   Module 2  Module 3  Module 4  Module 5  Module 6   Humanities"
Financial Analysis for Decision Making,Babson College,Beginner,https://www.edx.org/course/financial-analysis-for-decision-making,Learn how to analyze business opportunities for their financial viability and secure funding to start and grow your business.,"How do you find the money necessary to effectively manage your business? How do you know if a business opportunity is worthwhile? When should you invest in a stock, bond or company? Do you fear the financial side of growing your organization?This finance course will take the mystery out of financial analysis and help you make the right business decisions. In order to establish your company you need to secure funding. Once you have money, you need to determine the most efficient and effective use of your capital. You also need to have the knowledge to have professional and engaging conversations with finance professionals who control access to funding.In this course, you will discover a variety of options for funding your business and how to successfully negotiate financial opportunities. You will learn how to value and evaluate ideas to determine the appropriate benefits and costs in order to screen them correctly. Finally, you will learn how to value a business and the securities you can use to potentially fund your organization.This course is part of the Business Principles and Entrepreneurial Thought XSeries. Business & Management"
Lifestyle Medicine Treatments of Chronic Disease – Part 1,Doane University,Intermediate,https://www.edx.org/course/lifestyle-medicine-treatments-of-chronic-disease-p,"Learn specific lifestyle medicine treatment protocols for a variety of chronic diseases, such as breast cancer, diabetes, and heart disease.","Lifestyle Medicine is an increasingly crucial element to transforming disease care systems to healthcare systems. Current medical services are unable to restore health because they do not address root causes. In this course, you will learn the deficiencies within traditional Western Medicine and more effective lifestyle based treatment protocols used to prevent and treat chronic diseases of lifestyle. You will learn about lifestyle medicine based treatments for the following chronic diseases: • Recognize the core competencies of Nutrition, Tobacco Cessation, and Alcohol and their interaction with chronic diseases
• Explain the difference in efficacies of traditional treatments vs. lifestyle based treatments
• Identify effective lifestyle based treatment protocols used to prevent and treat chronic diseases of lifestyle Medicine"
Building Containerized Applications on AWS,Amazon Web Services,Intermediate,https://www.edx.org/course/building-containerized-applications-on-aws,Learn how to utilize container technologies and AWS services to modernize your applications,"This course introduces you to container technologies and how they can be used to modernize your applications, as well as exploring how different AWS services can be used to manage and orchestrate those containers.Container technologies have existed for years, and are still gaining popularity. Two of the most prevalent options are Docker and Kubernetes - each with its own distinct set of features. Regardless of which technology you choose, one of the biggest challenges with containers is their orchestration. Unlike traditional, monolithic applications where you can only scale at a macro level - an executable, for example - containerized applications scale at the container level. When coupled with a microservices approach, each container can contain the code necessary to execute a single task or function. While this provides a number of benefits, a single application can consist of hundreds of containerized microservices. How do you handle starting, stopping, scaling out and scaling in all of these containers?
AWS offers a number of services that help with container orchestration, including Amazon Elastic Container Service (ECS), Amazon Elastic Kubernetes Service (EKS), Amazon Lightsail, and Amazon Elastic Container Registry (ECR). Throughout this course, expert instructors will dive deep into these services as well as general container technologies and capabilities.This course uses a combination of video-based lectures, delivered by AWS technical trainers, demonstrations, and hands-on lab exercises (Verified Learners only), to enable you to deploy and manage a containerized application. Computer Science"
Effective Communication for Program and Project Stakeholders and Teams,"The University of Maryland, College Park-University System of Maryland",Beginner,https://www.edx.org/course/PMCOMM01,"Go beyond the communication methods you learned in the project management training. Learn how to structure your program and project communications for the most effective understanding by your stakeholders, project managers, and project teams.","“Everyone communicates, but few connect” is a famous book and message by John C. Maxwell on leadership. The meaning behind this message is that as leaders of programs and projects, we need to be not just communicators, but effective communicators.Obtaining your Project Management Professional (PMP) certification or Certified Associate in Project Management (CAPM) or similar project management certificate is the first step. But, as you gain program management and project management experience, you realize that effective communication goes beyond what you learned in ""A Guide to the Project Management Body of Knowledge"" (PMBOK). Gaining a program management certification or project management certification (such as the PMP certification) equips you with the necessary project management tools to begin your project or project management career. There is more to effective program and project communication than what is on the PMP exam.For communication from program managers and project managers to be truly effective, there must be understanding beyond what you learned from your professional certification. The communicator and the receiver must use feedback to determine how the message was received and if the communicator created the intended level of understanding in the receiver for the communication to succeed.In this course, you will learn about the Understanding Triad - know-what, know-how, and know-why. The Understanding Triad aids you in crafting just the right level of explanation for all your audiences. The Understanding Triad will make you a more effective program manager, traditional project manager, agile project manager, or certified scrum master.The Project Management Institute, Inc (PMI) teaches that project management communication is the transfer of information. The project or program manager sends messages to their project teams, stakeholders, customers, and executive sponsors. If the program manager or project manager believes that communicating a clear message is enough for good communication, then the manager may be fooled into thinking their communication efforts are complete. Even if there is feedback, the feedback is usually limited to confirming that the message was received as intended. However, communication is not merely the transmission of information. The difference can be days, months, or years of wasted time and effort; or successful, early delivery.Certified program and certified project managers earn 10 professional development units (PDU) as they learn how communication can make a difference in every interaction, and become a truly effective program or project manager. Gain the power skill of communication in this certificate program. Business & Management"
Biobased Products for a Sustainable (Bio)economy,DelftXRWTHx-Delft University of Technology-RWTH Aachen University,Beginner,https://www.edx.org/course/biobased-products-for-a-sustainable-bioeconomy,Discover how fossil fuels are being replaced by renewable resources to create sustainable and biobased products.,"Have you everasked what “biobased” means or wondered about the key aspects in developing and commercializing biobased products? This course will answer those questions and more; highlighting the opportunities, hurdles, and driving forces of the bioeconomy.Today’s industries face enormousglobal challenges when it comes to the fossil-based economy. Fossil resources are no longer a desirable feedstock for many products and governments’ climate goals put various limitations to its usage. Moreover, consumer perception has become an increasingly important factor.With biobased products as an alternative to the fossil-based economy, the bioeconomycan provide viable solutions to these challenges.The course describes the different types of biomass, the methods of refinery and typical conversion technologies used for biobased products. You'll also engage in astudy of the practical and real-life examples emerging in the market: biopolymers, bioenergy, bioflavours, and biosurfactants.The course has been developed by a team of experts from seven different institutions and universities in three different countries,all sharing their personal perspectives on the opportunities and challenges faced by the biobased industry. The three top-ranked institutions Delft University of Technology, RWTH Aachen University, and Wageningen University & Research offer additional, more advanced courses to continue your learning journey: Biology & Life Sciences"
Social Work Practice: Advocating Social Justice and Change,The University of Michigan,Beginner,https://www.edx.org/course/social-work-practice-advocating-social-justice-and,"Learn the values, techniques, and themes social workers use to help others as well as strategies for addressing social justice challenges.","In this social science course, you will learn how social workers in the United States engage in creating change and supporting the resilience of individuals, families and communities in this new era.Learners will have an opportunity to explore the social work profession, the different roles of social workers in a range of settings, the cross cutting themes that guide social work practice, the history of social work, and current challenges.Using a social justice lens, learners will reflect on current challenges facing the lives of individuals, families and communities and examine ways to advocate for needed changes.This course is part of the Social Work: Practice, Policy and Research MicroMasters Program offered by MichiganX. Please note that to complete this program with a MicroMasters certificate, you must be enrolled as a verified learner in all courses in the program by November 30, 2020, and you must complete all assessments by March 29, 2021. Social Sciences"
Anthropology of Current World Issues,The University of Queensland,Beginner,https://www.edx.org/course/anthropology-of-current-world-issues,Learn to use anthropological ideas to see the world from a range of perspectives and points of view.,"This course will allow you to better understand the world around you through utilising the anthropological lens. You will learn about the way in which anthropology as a discipline can shed new perspectives on current world issues, from indigeneity to migration and material culture.We want to challenge you to reflect on your own perspective when thinking about these issues, how you see the world and how we all engage with difference and sameness on a daily basis.We will interview notable anthropologists and follow some around the world and into their field to explore the issues, the people they work with and their place in the world. Humanities"
Buyer Behaviour and Analysis,Curtin University,Advanced,https://www.edx.org/course/buyer-behaviour-and-analysis,Learn how to analyse and apply consumer and buyer behaviour fundamentals to develop an effective marketing campaign.,"For marketers, an understanding of how a consumer selects, purchases, uses and disposes of products and services is pertinent to successfully managing the marketing function.In this course, you will learn about the role of consumer behaviour within marketing. We will discuss how this behaviour is shaped by the social and cultural environment, as well as a number of psychological factors.You will learn about decision-making processes in consumption behaviour in different buying situations. This will develop your ability to integrate marketing processes at a higher level.Concepts drawn from various disciplines such as psychology, economics and anthropology will be examined.This course is part of the CurtinX MicroMasters Credential in Marketing in a Digital World that is specifically designed to teach the critical skills needed to be successful in this exciting field. In order to qualify for the MicroMasters Credential you will need to earn a Verified Certificate in each of the five courses. Communication"
Idea Development: Create and Implement Innovative Ideas,The University of Queensland,Intermediate,https://www.edx.org/course/idea-development-create-and-implement-innovative-i,Learn the strategies entrepreneurs and organizations use to create and bring to market innovative ideas.,"To create and bring to market innovative ideas, entrepreneurs invest substantial resources in their creation without being certain their idea will be successful. How do entrepreneurs manage this process? What strategies do they use? What role does the innovativeness of their ideas play in the strategies they adopt? How do they maintain motivation when faced with setbacks? In this course, we tackle these questions by focusing on: • Types of innovationsand their market impact;
• The importance of taking action, knowledge, learning and resources in the creation of innovative ideas;
• How entrepreneurs make strategic decisions under uncertainty;
• The Management of intellectual property; and
• Maintaining motivation in the face of setbacks By drawing on the case of Google Glass, their own experiences and ideas, students are encouraged to synthesize knowledge from each Module to gain an in-depth understanding of the complexity of innovation process.• How to come up with innovative ideas you are uniquely position to create and bring to market
• Strategies for managing uncertainty in the creation and implementation of innovative ideas
• How to learn from setbacks and maintain the motivation to persevere when experiencing them
• How ideas and other forms of intellectual property can be protected. Business & Management"
Analysis of Transport Phenomena I: Mathematical Methods,Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/analysis-of-transport-phenomena-i-mathematical-met,"Graduate-level introduction to mathematical modeling of diffusion, convection, and chemical reactions.","In this course, you will learn how to formulate models of reaction-convection-diffusion based on partial differential equations and to solve them the old-fashioned way, by pencil and paper. You will also learn the art of approximation—how to obtain useful solutions by simplifying a model without sacrificing the key physics. At MIT, 10.50 is a required subject for all first-year graduate students in chemical engineering, but it also attracts students from other departments. This online course is suitable for anyone interested in learning the principles of continuum modeling. Although the examples are mostly from chemical engineering, no prior knowledge is assumed, beyond basic undergraduate applied mathematics. The modeling concepts and mathematical methods you learn in this course will advance your career in industry or academics. While your friends and co-workers may be able to run an experiment or computer simulation, you will also be able to derive simple formulae to explain the data and guide rational design. There is growing demand for such mathematical skills in most technical careers and graduate programs today. Attribution:By Kevin R Johnson, CC-BY-SA-3.0 (http://creativecommons.org/licenses/by-sa/3.0/), via Wikimedia Commons. Engineering"
Leading the Organization,The University of Queensland,Intermediate,https://www.edx.org/course/leading-the-organization,"Learn effective strategies for developing, articulating, and implementing organizational change initiatives that can help lead your organization to success.","This course is intended for professionals and managers seeking new leadership responsibilities, those transitioning between leadership roles or organizations, as well as current leaders of organizations. Our faculty and industry experts will teach you the critical concepts to help you better understand, operate, and thrive in leadership roles in your organization.We will challenge you to apply your learning in a realistic simulation based on real world leadership experiences. Key topics include:Learn through a team of award-winning UQ Business School faculty and instructors with decades of experience in both leadership scholarship and demanding leadership positions. Through a series of engaging videos, interviews, case studies, written reflections, peer feedback, and other self-insight activities, learners will develop their capacity for implementing meaningful organizational change. Business & Management"
"Financial Programming and Policies, Part 2: Program Design",The International Monetary Fund,Intermediate,https://www.edx.org/course/financial-programming-and-policies-part-2-progra-2,Learn how to forecast macroeconomic accounts and design an economic program for a case study country.,"In this macroeconomics course, you will improve your skills in macroeconomic policy analysis and learn to design an economic and financial program, using real economic data. The financial programming exercise simulates what IMF (International Monetary Fund) desk economists routinely do in their country surveillance and program work.In the first part of the course (modules 1–7), you will analyze the economic outlook of a country case and then help to build a baseline scenario — namely, a set of projections for the main macroeconomic sectors (real, external, government and monetary) that reflects the analyst’s best guess of what will happen to the economy in the coming year, assuming no policy change.In the second part (modules 8–10), you will learn and discuss how macroeconomic policies can be used to address poor performance and reduce macroeconomic imbalances. We will illustrate the workings of monetary, fiscal and exchange rate policies by using a simple Keynesian model of an open economy. In the final module you will design an IMF–supported lending program scenario for our country case.Financial Programming and Policies, Part 2 is offered by the IMF with financial support from the Government of Japan. Economics & Finance"
Introduction to Open Source Networking Technologies,The Linux Foundation,Beginner,https://www.edx.org/course/introduction-to-open-source-networking-technologie,"Learn technical fundamentals needed to adopt SDN, NFV, disaggregation, orchestration, network automation, and modern networking. Discover use cases and technical options for open networking. Plus: learn more about The Linux Foundation networking projects.","Explore open source networking projects, from The Linux Foundation and beyond, that are shaping the future of networking and telecoms. Designed for open source enthusiasts, university students,network architects and engineers, security architects and engineers, and systems engineers, this course offers a great introduction to open source networking. This course covers the open networking stack from top to bottom; starting from networking hardware disaggregation and modern 100G and 400G switches, through network operating systems, network controllers, virtualization,and orchestration. Develop an understanding of the use cases and technical options for modern open networking in enterprises, service providers, and cloud providers. Become familiar with the following open source networking projects and their use cases:  Computer Science"
Deep Learning Essentials,Université de Montréal,Intermediate,https://www.edx.org/course/deep-learning-essentials,"Do you want to learn how machines can learn tasks we thought only human brains could perform? Then take this Deep Learning course developed by IVADO, Mila and Université de Montréal: an extensive overview of the essentials of deep learning, this ground-breaking technology already prevalent in our lives and spanning all sectors.","Gain a good understanding of what Deep Learning is, what types of problems it resolves, and what are the fundamental concepts and methods it entails. The course developed by IVADO, Mila and Université de Montréal offers diversified learning tools for you to fully grasp the extent of this ground-breaking cross-cutting technology, a critical need in the field.IVADO, a scientific and economic data science hub bridging industrial, academic and government partners with expertise in digital intelligence designed the course, and the world-renowned Mila, rallying researchers specialized in Deep Learning, created the content. Mila’s founder and IVADO’s scientific director, Yoshua Bengio, also a professor at Université de Montréal, is a world-leading expert in artificial intelligence and a pioneer in deep learning as well as the scientific director of this course. He is also a joint recipient of the 2018 A.M. Turing Award, “the Nobel Prize of Computing”, for conceptual and engineering breakthroughs that have made deep neural networks a critical component of computing.Deep Learning is an extension of Machine Learning where machines can learn by experience without human intervention. It is largely influenced by the human brain in the fact that algorithms, or artificial neural networks, are able to learn from massive amounts of data and acquire skills that a human brain would. Thus, Deep learning is now able to tackle a large variety of tasks that were considered out of reach a few years ago in computer vision, signal processing, natural language processing, robotics, and sequential decision-making. Because of these recent advances, various industries are now deploying deep learning models that impact various economic sectors such as transport, health, finance, energy, as well as our daily life in general.If you are a professional, a scientist or an academic with basic knowledge in mathematics and programming, this MOOC is designed for you! Atop the rich Deep Learning content, discover issues of bias and discrimination in machine learning and benefit from this sociotechnical topic that has proven to be a great eye-opener for many.At the end of the MOOC, participants should be able to: Computer Science"
Teaching & Learning in the Diverse Classroom,Cornell University,Beginner,https://www.edx.org/course/teaching-learning-in-the-diverse-classroom,"Through real stories, reflection, and key research, learn how to create and sustain inclusive, student-centered learning environments.","U.S.-based and higher education-centered, this is a five-week, instructor-paced course that offers an inclusive teaching framework with multiple entry points for reflection and exploration of the research on learning and diversity. Anchored in the lived experiences of students and faculty, including yours, we invite you to explore strategies for inclusive course design, student-centered pedagogical practices, facilitating learning across difference, and change efforts that support student engagement, achievement, and belongingness. Come with a course of your own in mind, and design for inclusion as you make your way through Teaching & Learning in the Diverse Classroom.You will explore:The research on MOOCs is clear that “taking the course with a friend” increases motivation to complete. If you are planning to form a learning community to take the course as a cohort, request our facilitator's guide.If you complete the course, successfully, you will be able to: Education & Teacher Training"
Fundamentals of Microeconomics | Fundamentos de Microeconomía,Universidad Carlos III de Madrid,Beginner,https://www.edx.org/course/fundamentals-of-microeconomics-fundamentos-de-micr,Learn how to analyze markets and gain a solid foundation in economic concepts. | ​Aprende cómo analizar un mercado y obtén una base sólida sobre los principales conceptos económicos.,"Are you interested in obtaining a solid background in economics?This economics course offers a thorough view of markets, including their strengths and failures. You will learn how to view markets from an economist’s perspective to help you better understand the most relevant economic problems.This course follows a rigorous approach that combines visual arguments with realistic examples to help you connect core economic concepts with your own experience.At the end of this course, you will be able to answer questions like:The only required knowledge is certain familiarity with graph reading and basic high school mathematics.Acerca de este curso
¿Estás interesado en obtener una base sólida en economía?Este curso te ofrece una cuidadosa revisión del funcionamiento de los mercados, incluyendo sus ventajas y debilidades. Aprenderás cómo ver los mercados desde el punto de vista de una economista para tener una mejor visión de los problemas económicos más relevantes.
Este curso sigue un enfoque riguroso que combina argumentos visuales con ejemplos realistas que te permitirán conectar los conceptos económicos principales con tu propia experiencia.Al finalizar podrás resolver preguntas como:El único requisito para este curso es familiaridad con lectura de gráficos y conocimientos básicos de matemáticas de bachillerato. Aunque el curso está en inglés, dispondrás de subtítulos en español para todos los vídeos y una copia de las transparencias usadas en español. Social Sciences"
Migrating to the AWS Cloud,Amazon Web Services,Intermediate,https://www.edx.org/course/migrating-to-the-aws-cloud,Learn how to migrate your on-premises applications and workloads to the AWS Cloud,"This four week course focuses on migrating workloads to AWS. We will focus on analyzing your current environment, planning your migration, and discussing the actual migration steps. We will also survey AWS tools and services that will accelerate your migration to AWS.Hands-on labs are available, though not required for this class. Access to the labs is limited to paid enrolled students. You can audit this course without taking the labs. As we dive into each of the services covered in this class, there will be links to documentation where you can find example applications and code samples. Computer Science"
IoT Networks and Protocols,Curtin University,Beginner,https://www.edx.org/course/iot-networks-and-protocols,Learn about IoT networks and the protocols and standards associated with the Internet and how these apply to the IoT.,"The Internet of Things (IoT) is expanding at a rapid rate, and it is becoming increasingly important for professionals to understand what it is, how it works, and how to harness its power to improve your business.In this course we will focus on how the IoT works. You will learn about IoT networks and explore how ‘things’ connect to it, including whether the connection and processing is local (fog) or remote (cloud).We will explore data networks, connection types, layer models and analyze IoT protocols and standards.You’ll also learn how to evaluate different infrastructure components and network systems, and how to go about designing a basic network for your own IoT ideas. Computer Science"
"American Prophet: The Inner Life and Global Vision of Martin Luther King, Jr.",Stanford University,Beginner,https://www.edx.org/course/american-prophet-the-inner-life-and-global-vision-of-martin-luther-king-jr,This course looks at Martin Luther King's life through the documents that have survived from the past.,"Martin Luther King, Jr. was a minister turned civil rights activist known throughout the world as an inspirational orator and a passionate advocate of nonviolent civil disobedience. Yet what do we know about the inner workings of the man who inspired so many? How can we learn from his personal documents to better understand his hopes and fears as well as his drive?During this captivating course, Professor Clayborne Carson will walk you through a journey of discovery, following Dr. King’s thoughts and steps through Atlanta, Albany, Selma, and Memphis. Each lesson will explore a few documents from the Martin Luther King, Jr. Papers Project — a comprehensive collection of King’s most significant correspondence, sermons, speeches, published writings, and unpublished manuscripts. You will learn an essential technique of historical analysis: the use of primary source documents as windows into the past.You will also view on-location filming of places Dr. King spent time, bringing to life the stories of his journey with personal commentary from Professor Carson and eyewitness interviews. Follow Dr. King’s extraordinary path from the benches of Ebenezer Baptist Church to the steps of the Lincoln Memorial and become re-inspired by the man, the minister, the leader.Dr. Clayborne Carson, the professor who teaches this course, is offering weekly Zoom calls for students interested in discussing the material further. Calls are every Monday from 12:30-1:30 PST.Students can join by video chat at https://stanford.zoom.us/j/809831146. All are welcome. History"
China’s First Empires and the Rise of Buddhism,Harvard University,Beginner,https://www.edx.org/course/chinas-first-empires-and-the-rise-of-buddhism,"Learn about the Qin and Han dynasties, and how Buddhism and ideas of self-realization influenced the medieval period.","This course, the second in a collection on Chinese history and culture, addresses how the Qin dynasty conquered China and established a new system of government and how the Han dynasty built a stable, centralized empire that lasted for hundreds of years. We cover the early history of Buddhism in China and how the rising feudal aristocracy responded to the loss of empire by looking inward. In this period, the Qin forged a new, unified empire, discovered new ways of mobilizing the population, and introduced the imperial ideology of “Cosmic Resonance”. However, this early dynasty was short-lived and soon gave way to the Han. Though the Han struggled with many tensions — centralism vs. regionalism, feudalism vs. bureaucracy — it lasted much longer than the Qin and established a stable relationship between Chinese society and the state. Later, aristocratic culture and concerns around self-actualization became important in Chinese culture. Buddhism was also established in this period, and learners will discover how that religion spread throughout the country. Join us to learn about China’s first unified empires and how the relationship to the self evolved with the spread of aristocratic culture and Buddhism. History"
Quantum Mechanics: A First Course,Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/quantum-mechanics-a-first-course,"Learn about wavefunctions and their probabilistic interpretation, how to solve the Schrödinger equation for a particle moving in one-dimensional potentials, scattering, central potentials, and the hydrogen atom.","In this quantum physics course you will learn the basics of quantum mechanics. We begin with de Broglie waves, the wavefunction, and its probability interpretation. We then introduce the Schrodinger equation, inner products, and Hermitian operators. We also study the time-evolution of wave-packets, Ehrenfest’s theorem, and uncertainty relations.Next we return to the Schrodinger equation, solving it for important classes of one-dimensional potentials. We study the associated energy eigenstates and bound states. The harmonic oscillator is solved using the differential equation as well as algebraically, using creation and annihilation operators. We discuss barrier penetration and the Ramsauer-Townsend effect.Finally, you will learn the basic concepts of scattering – phase-shifts, time delays, Levinson’s theorem, and resonances – in the simple context of one-dimensional problems. We then turn to the study of angular momentum and the motion of particles in three-dimensional central potentials. We learn about the radial equation and study the case of the hydrogen atom in detail.This course is based on MIT 8.04: Quantum Mechanics I. At MIT, 8.04 is the first of a three-course sequence in Quantum Mechanics, a cornerstone in the education of physics majors that prepares them for advanced and specialized studies in any field related to quantum physics.After completing 8.04x, you will be ready to tackle the Mastering Quantum Mechanics course on edX, which will be available in Spring 2021. Physics"
Urban Sewage Treatment,Delft University of Technology,Intermediate,https://www.edx.org/course/urban-sewage-treatment-2,"Learn about urban water services, focusing on basic sewage treatment technologies.","This course will focus on basic technologies for the treatment of urban sewage. Unit processes involved in the treatment chain will be described as well as the physical, chemical and biological processes involved. There will be an emphasis on water quality and the functionality of each unit process within the treatment chain. After the course one should be able to recognise the process units, describe their function and make simple design calculations on urban sewage treatment plants.The course consists of 6 modules:This course in combination with the courses ""Introduction to Water and Climate"" and ""Introduction to Drinking Water Treatment"" forms the Water XSeries, by DelftX. Engineering"
Doing Gender and Why it Matters,University of Hong Kong,Beginner,https://www.edx.org/course/doing-gender-and-why-it-matters,"Understand gendered realities through an in-depth consideration of ""sex"" and ""gender"" as cultural, social and legal phenomena impacting society and how they interact with structures of power and violence using an interdisciplinary lens.","Multiple experts from across faculties at The University of Hong Kong and professionals engaged in gender-related developments in Asia will address the ways in which gender is understood, constructed and performed. Drawing from a variety of perspectives – cultural studies, economics, education, law, linguistics, psychology, public health, politics, social policy, and sociology - we begin by questioning meanings of gender in different cultural settings and historical moments. What do the representations of our currently used categories such as man, woman, transgender, queer, cisgender, bisexual, or intersex mean in different contexts? How are conversations about gender taking place in Asia and how do they converge or diverge from those happening elsewhere? The course is a comparative, interdisciplinary and cross-sector conversation which encourages reflective thinking about practices of gender. It courts and questions the fixity of language, traditions, laws, and practices as well as the resilience of stereotypes, biases, and structures which perpetuate myths, hierarchies and discrimination. Unraveling the interlinkages between these conversations and categories equips you with the skills needed to identify, recognize and reject outmoded or biased constructions of gender as well as the power hierarchies these embed within social relations. We will examine why gender equity is so important and yet hard to achieve. We scrutinize social and legal constructions of gender which continue to operate as though gender is binary and explore a more inclusive approach which reflects the gender continuum within the context of entrenched power structures. Through understanding gender and its relations with society, we look for solutions to eradicate gender discrimination and gender-based violence. Additionally, as digital technology plays an ever-increasing role in contemporary construction of social realities of people, the course looks into how, if at all, these networked communities offer new expressions of gender as performativity and the ways in which these replicate, reproduce or refashion traditional gender categories and roles. Then we turn to challenge our everyday practices of gender and how they colour our approaches, assumptions, and biases (conscious and unconscious) about the ‘other’? The course invites scrutiny of the practice and performance of gendering self and others. At the same time, it is a reminder that gender is not just about identity but also about power. The course examines manifestations and causes of gender inequality and its inextricable link to structural and institutional forces of discrimination. To better understand the interaction between identity and power, we look at gender-based violence. The #metoo movement has exposed not only the depth and scale of violence but also unmasked the asymmetries of power. Power and privilege are enjoyed by a select group while the voices of others remain invisible and ignored. We conclude by looking at local, national and global efforts to address gender disparities in society in various domains. We invite you to reflect on the course materials and to connect them to your daily life. How can your new understandings about gender generate a ripple of change around you? Social Sciences"
"Principle of Semiconductor Devices Part I: Semiconductors, PN Junctions and Bipolar Junction Transistors",The Hong Kong University of Science and Technology,Intermediate,https://www.edx.org/course/principle-of-semiconductor-devices-part-i-semicond,"An intuitive approach to operational principles of semiconductor devices.The course covers PN junction diodes, optical sensors, solar cells, LEDs, and Bipolar Junction Transistors.","As a topic of study, semiconductor devices offer aunique challenge due to the complex mathematics involved. In this course, we takea more intuitive approach to explore the underlying concepts.Eschewing mathematics, we use engaging animations to help you visualize the working principles of many common semiconductor devices. Whether you are completely new to the subject or an experienced engineer, thiscourse will give you a differentperspective and a new way to look at the behaviors of semiconductor devices. Reducing the reliance of equations does not mean the depth of the material is sacrificed. In fact, the course provides evenmore in-depth explanations of key concepts.We shift the focus from quantitatively evaluating the behavior of semiconductor devices to intuitively visualizing the semiconductor device actions. In addition, the courseoffers a widearray of content - from basic PN junctions to modern nano-electronic circuit and systems. Besides covering the existing technologies, the course also explores the development of the industry into the future. Electronics"
"19th-Century Opera: Meyerbeer, Wagner, & Verdi",Harvard University,Beginner,https://www.edx.org/course/19th-century-opera-meyerbeer-wagner-verdi,"Learn the music and cultural impact of three canonical operas from the 1800s: Les Huguenots , Das Rheingold , and Otello.","Travel through central Europe in the 1800s to experience the premieres of Meyerbeer’s Les Huguenots , Wagner’s Das Rheingold , and Verdi’s Otello. A complement to our course on 18th-century opera, you’ll be introduced to opera through an in-depth study of these canonical works. You’ll learn about the musical details of each opera and the cultural influence of the works by understanding the circumstances of its composition, premiere performance, and its legacy and significance today. First, step inside the Paris Opéra in 1836 for the premiere performance of Giacomo Meyerbeer’s grand opera Les Huguenots. Go behind the scenes to discover the people and technology that made this type of opera such a thrilling combination of music and spectacle, important in its time but little-known today. You’ll learn about the characteristics of opera from this period, those involved in producing the premiere, and the social context surrounding Les Huguenots. Then, journey to Bayreuth in 1876 for the first production of Richard Wagner’s Das Rheingold , the opening opera of his four-part saga Der Ring des Nibelungen. Discover how Wagner used musical themes to tell this mythical story and learn about the advancements in stage technology that brought this work to life. Finally, travel to Milan in 1887 for the premiere of Giuseppe Verdi’s second-to-last opera, Otello. Learn how Verdi’s musical approach to this Shakespearean tragedy, his first opera after a fifteen-year hiatus, was influenced by the operatic innovations of his contemporary, Richard Wagner. Enroll now to get to know the music of these three amazing operas, the 19th-century cultural context in which they were performed, and how they remain relevant in today’s complex musical landscape. Music"
Quantitative Marketing Research,Indian Institute of Management Bangalore,Beginner,https://www.edx.org/course/quantitative-marketing-research,"Learn how to design a quantitative market research project, and implement specific methods, interpret data and come up with marketing decisions.","Marketing research is crucial to marketing managers, as it helps answer crucial marketing questions using data. In this course, we introduce quantitative marketing research techniques in conjunction with key marketing concepts. The participant is introduced to the design, implementation and interpretation of quantitative market research projects. The participant is introduced to the concept of value and willingness-to-pay, along with how to use auctions to estimate this. We then cover conjoint analysis, where the concept of value as a function of different attributes is discussed. We then move on to cluster analysis, where we discuss market segmentation based on different value propositions that different customers may seek. Finally, we discuss ethical issues in marketing research, going beyond its technical aspects. Business & Management"
Solar Energy: Integration of Photovoltaic Systems in Microgrids,Delft University of Technology,Advanced,https://www.edx.org/course/solar-energy-integration-of-photovoltaic-systems-i,Learn how to integrate a photovoltaic system into a microgrid of your design.,"Photovoltaic systems are often placed into a microgrid, a local electricity distribution system that is operated in a controlled way and includes both electricity users and renewable electricity generation. This course deals with DC and AC microgrids and covers a wide range of topics, from basic definitions, through modelling and control of AC and DC microgrids to the application of adaptive protection in microgrids. You will master various concepts related to microgrid technology and implementation, such as smart grid and virtual power plant, types of distribution network, markets, control strategies and components. Among the components special attention is given to operation and control of power electronics interfaces. You will be familiarized with the advantages and challenges of DC microgrids (which are still in an early stage). As a verified learner you will also have the opportunity to master the topic of microgrids through an exercise in which you will evaluate selected pilot sites where microgrids were deployed. The evaluation will take the form of a simulation assignment and include a peer review of the results. This course is part of the Solar Energy Engineering MicroMasters program designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.Verified learners will have the added benefit of evaluating different strategies to control multiple inverters and to analyze local control to improve stability. Engineering"
"Automated Software Testing: Unit Testing, Coverage Criteria and Design for Testability",Delft University of Technology,Intermediate,https://www.edx.org/course/automated-software-testing-unit-testing-coverage-2,"Learn the software testing techniques, tools, and best practices required to deliver high-quality software.","Software testinggets a bad rap for being difficult, time-consuming, redundant, and above all - boring. But in fact, it is a proven way to ensure that your software will work flawlessly andcan meet release schedules. In a two-course series, we will teach you automated software testing in an inspiring way. We will show you that testing is not as daunting a task as you might think, and how automated testing will make you a better developer who programs excellent software. This first course will teach you specification-based testing, boundary testing, test adequacy and code coverage, unit vs system testing, mock objects, design for testability, and test code quality. This is a highly practical course. Throughout the lessons, you will test various programs by means of different techniques. By the end, you will be able to choose the best testing strategies for different projects. If you are or want to become a five-star software developer, QA engineer, or software tester, join this course. Testing will never be the same again! Computer Science"
Probability and Statistics I:  A Gentle Introduction to Probability,The Georgia Institute of Technology,Intermediate,https://www.edx.org/course/probability-and-statistics-i-a-gentle-introduction-to-probability,"This course provides an introduction to basic probability concepts. Our emphasis is on applications in science and engineering, with the goal of enhancing modeling and analysis skills for a variety of real-world problems.","This course provides an introduction to basic probability concepts. Our emphasis is on applications in science and engineering, with the goal of enhancing modeling and analysis skills for a variety of real-world problems. In order to make the course completely self-contained (and to bring back long-lost memories), we’ll start off with Bootcamp lessons to review concepts from set theory and calculus. We’ll then discuss the probability axioms that serve as the basis for all of our subsequent work – what makes probability tick? That discussion will give us the tools to study elementary probability counting rules, including permutations and combinations. We’ll use these rules to work on various cool applications, including poker probability calculations and baseball line-ups!The next venues on our tour are the concepts of independence and conditional probability, which allow us to see how the probabilities of different events are related to each other, and how new information can be used to update probabilities. The course culminates in a discussion of Bayes Rule and its various interesting consequences related to probability updates.Upon completion of this course, learners will be able to:• Review Bootcamp lessons based on set theory and calculus
• Identify underlying probability axioms
• Apply elementary probability counting rules, including permutations and combinations
• Recall the concepts of independence and conditional probability
• Determine how to update probabilities via Bayes Rule Data Analysis & Statistics"
Agile Mindset Introduction,Rolls-Royce,Beginner,https://www.edx.org/course/agile-mindset-introduction,"This is a brief introduction about what agile mindset is , its values and understanding how you can use agile practises at your work. This also leads the way to take the next steps on continuing your agile journey.","Having an ‘agile mindset’ is all about embracing a mentality or approach that believes in adapting to change, learning through failures and encouraging feedback to bring in consistent improvement. Agile attitude is all about learning and continual improvement to attain milestones in business.Basically, there is a conceptual difference between ‘Doing Agile’ & ‘Being Agile’. Practicing agile is actually ‘Doing Agile’ and having an agile mindset is all about ‘Being Agile’.Basically, there is a conceptual difference between ‘Doing Agile’ & ‘Being Agile’. Practicing agile is actually ‘Doing Agile’ and having an agile mindset is all about ‘Being Agile’.Fostering an agile culture in an organization is a continual and ongoing process of driving change in behavioral norms to develop an agile mindset.This short course will introduce an agile mindset and how it is being implemented and fostered across Rolls-Royce.By the end of this session you will be able to: Data Analysis & Statistics"
Tropical coastal ecosystems,The University of Queensland,Beginner,https://www.edx.org/course/tropical-coastal-ecosystems,Take the challenge and understand problems and solutions to managing tropical coastal ecosystems.,"Do you want to develop the skills and knowledge needed to help preserve tropical coastal ecosystems? These habitats provide goods and services for hundreds of millions of people but human activities have led to their global decline. TROPIC101x will introduce you to the incredible plants and animals that create these unique ecosystems. You will go on to explore the challenges these ecosystems are facing such as overfishing, coastal pollution, ocean warming and acidification, then learn about some techniques being used to tackle these problems. Lectures will be delivered by leading experts. Many of them were filmed on-site in the Great Barrier Reef, at The University of Queensland's research station on Heron Island. The course concludes with an innovative virtual ecology project, where you will have the option to take part in a citizen science project. Join us on an exciting journey, as you develop new knowledge and skills, during this beautiful and engaging course! Biology & Life Sciences"
Modern China’s Foundations: The Manchus and the Qing,Harvard University,Beginner,https://www.edx.org/course/modern-chinas-foundations-the-manchus-and-the-qing,Learn how the Manchus conquered the Qing and established the last of the imperial dynasties.,"This course, part of a comprehensive series on China, looks at the Qing state in the early 1600s and the challenges that the Manchus faced as minority rulers. While living in Chinese cities and surrounded by Chinese culture — a culture that was far more sophisticated than their own — the Manchus struggled to hold onto their identity as a conquesting people. We'll look at the last period of ascendancy for China before the modern era. We’ll cover China in the 18th century, under the Kangxi, Yongzheng, and Qianlong emperors — a period in which the size of the empire nearly doubles. The Qing was the last dynasty before the foundation of the modern republics and sets the stage for everything that will come after. Join us to learn about this critical era in Chinese history, an era that sets the stage for a truly modern China. History"
Autonomous Mobile Robots,ETH Zurich,Intermediate,https://www.edx.org/course/autonomous-mobile-robots,"Basic concepts and algorithms for locomotion, perception, and intelligent navigation.","Robots are rapidly evolving from factory workhorses, which are physically bound to their work-cells, to increasingly complex machines capable of performing challenging tasks in our daily environment. The objective of this course is to provide the basic concepts and algorithms required to develop mobile robots that act autonomously in complex environments. The main emphasis is put on mobile robot locomotion and kinematics, environment perception, probabilistic map based localization and mapping, and motion planning. The lectures and exercises of this course introduce several types of robots such as wheeled robots, legged robots and drones.This lecture closely follows the textbook Introduction to Autonomous Mobile Robots by Roland Siegwart, Illah Nourbakhsh, Davide Scaramuzza, The MIT Press, second edition 2011. Computer Science"
Introduction to Sociology,The University of Texas of the Permian Basin,Beginner,https://www.edx.org/course/introduction-to-sociology,"From feminism to Marxism and functionalism, this course offers a fresh perspective on sociological topics like culture, gender, sexuality, race, class and more. This course will cover topics found on the CLEP Sociology exam.","Very often we see, hear or experience things that seem ""strange"" and incomprehensible to us. We start to wonder about the world around us, asking questions like: “How do certain people become billionaires when others are homeless? Why do humans worship Gods or form families? What makes killing in war acceptable but not in any other situation?”If you have ever wondered about these issues and/or other, you aren’t alone. Similar questions have been asked since the beginning of history, and searching for objective answers using scientific research is the goal of sociology. This course is designed to look critically and analytically through different sociological perspectives, including the functionalist, interactionist, conflict and feminist, to help us realize the extent to which society guides our thoughts and actions. The course material provides a fresh, new look at societies and cultures—more objective, full of inquiry and analysis, striving towards social justice and change. Sociology urges us to draw connections between public issues and personal problems, to see the strange as familiar and the familiar as strange, and to examine biography in a historical and social context.Issues of inequalities, social class, race, sexual orientation, disability, age and gender are critically examined within a global perspective in this course. You do not need any prior knowledge of sociological theories or methods to take this class. Bring your life experiences and knowledge, and see how the Sociological Imagination will allow you to dispel cultural myths and reframe reality. This course will cover topics found on the CLEP Sociology exam. Social Sciences"
"Cellular Solids Part 1: Structures, Properties and Engineering Applications",Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/cellular-solids-part-1-structures-properties-and-e,Learn how to model the mechanical properties of honeycombs and foams and to apply the models to material selection in engineering design.,"In this engineering course, we will explore the processing and structure of cellular solids as they are created from polymers, metals, ceramics, glasses and composites. We will derive models for the mechanical properties of honeycombs and foams, and we will discover how the unique properties of these materials can be exploited in applications such as lightweight structural panels, energy absorption devices, and thermal insulation.The Cellular Solids: Structures, Properties and Engineering Applications course provides a general understanding of cellular solids. Following this module, learners will be prepared to take one or both add-on modules to learn more about applications in medicine and to cellular materials in nature:Taken together, these three modules provide similar content to the MIT subject 3.054: Cellular Solids: Structure, Properties, and Applications. Engineering"
Introduction to Statistical Methods for Gene Mapping,Kyoto University,Advanced,https://www.edx.org/course/introduction-to-statistical-methods-for-gene-mappi,Learn about statistical methods used to identify genetic variants responsible for phenotypes.,"This data course is a primer to statistical genetics and covers an approach called linkage disequilibrium mapping, which analyzes non-familial data and has been successfully used to identify genetic variants associated with common and complex genetic traits.We hope many students find this Beginner course interesting and are motivated to study further topics in statistical genetics to understand biological variation from statistical standpoints.Previous knowledge of molecular genetics and basic statistical concepts, such as statistical tests and estimation, is required. Basic knowledge on genetic variations is offered at the start of the course. Data Analysis & Statistics"
Mandarin Chinese Level 3,MandarinX,Intermediate,https://www.edx.org/course/mandarin-chinese-level-3,Advance your Mandarin Chinese by tackling different topics in dynamic business scenarios with extensive vocabulary and compound sentence structures.,"Drawing from the skills you developed inpreviouscourses in this series, you will learn how to address yourself more properly in different business circumstances. In Mandarin Chinese Level 3, you will advance your Mandarin Chinese with extensive vocabulary and complex sentence structures based on dynamic business scenarios. You will not only learn to respond correctly but also to deliver your point of view and convey a clear idea in Mandarin Chinese. If you enroll in the verified track, you will be able to participate in the Webinar lectured by Dr. Estella Y. Chen, who will lead the discussion with a wide variety of popular topics to accompany you to the world of chinese business culture and trend. What's more, in the verified track, we'll give you three pronunciation lessons that will help you communicate more smoothly and effectively in a business environment. Previous knowledge of Mandarin Chinese is needed. Language"
Databases: Advanced Topics in SQL,Stanford University,Beginner,https://www.edx.org/course/advanced-topics-in-sql,"This course is one of five self-paced courses on the topic of Databases, originating as one of Stanford's three inaugural massive open online courses released in the fall of 2011. The original ""Databases"" courses are now all available on edx.org.","About the Database Series of Courses""Databases"" was one of Stanford's three inaugural massive open online courses in the fall of 2011. It has been offered in synchronous and then in self-paced versions on a variety of platforms continuously since 2011. The material is now being offered as a set of five self-paced courses, which can be taken in a variety of ways to learn about different aspects of databases. Relational Databases and SQL is the most popular course in the Databases series. It is applicable to learners seeking to gain a strong understanding of relational databases, and to master SQL, the long-accepted standard query language for relational database systems. Additional courses focus on advanced concepts in relational databases and SQL, formal foundations and database design methodologies, and semistructured data.All of the courses are based around video lectures and demos. Many of them include quizzes between video segments to check understanding, in-depth standalone quizzes, and/or a variety of automatically-checked interactive exercises. Each course also includes an unmoderated discussion forum and pointers to readings and resources. The courses are described briefly below. Taught by Professor Jennifer Widom, the overall curriculum draws from Stanford's popular longstanding Databases course.Why Learn About DatabasesDatabases are incredibly prevalent -- they underlie technology used by most people every day if not every hour. Databases reside behind a huge number of websites; they're a crucial component of telecommunications systems, banking systems, video games, and just about any other software system or electronic device that maintains some amount of persistent information. In addition to persistence, database systems provide a number of other properties that make them exceptionally useful and convenient: reliability, efficiency, scalability, concurrency control, data abstractions, and high-level query languages. Databases are so ubiquitous and important that computer science graduates frequently cite their database class as the one most useful to them in their industry or graduate-school careers.Stanford's online offering in Databases is now available as a set of five self-paced courses:Databases: Relational Databases and SQLDatabases: Advanced Topics in SQL (prerequisite: Relational Databases and SQL)Databases: OLAP and RecursionDatabases: Modeling and TheoryDatabases: Semistructured Data Computer Science"
Data for Effective Policy Making,Inter-American Development Bank,Beginner,https://www.edx.org/course/data-for-effective-policy-making,"Take control of data and gain a better understanding of the tools used in public policy planning, management, and evaluation.","In this age of information, data is available everywhere and grows at an exponential rate. How can we make sense of all this data?, how do we take advantage of data when making decisions?, how do we use data to help us guide the management and planning of our policies?Whether you are a citizen or a policymaker, learning the answers to these questions can benefit you greatly.In this course, you will strengthen your ability to use, understand, and interpret data. Using the ""Numbers for Development"" and ""Caribbean Data Portal"" platforms developed by the IDB - which presents data and socioeconomic indicators from the Latin American and Caribbean region - you will be able to understand how to improve the decision-making process in public management.At the end of the course, you will have gained the tools to navigate data, perform and interpret visualizations, and understand the different types of data analysis according to the policy to be implemented.Relax, it's not a statistics course! However, you will acquire the knowledge necessary to interpret graphs, statistical reports, and understand their language. And, most importantly, you will learn the foundations to be able to base your decisions on verifiable data, beyond intuition.The course is based on real-life examples so that you can understand the different concepts and methodologies in a simple, practical, and enjoyable way. Using various useful activities, you will be able to apply the acquired knowledge and practice with data and graphs. Also, we will show you real IDB cases to promote analysis and present the realities to which experts from the region and the Caribbean are exposed. You will also face some creative challenges that will allow you to measure your abilities on a higher level of difficulty.The course has readings and videos that enable you to generate a better understanding of course topics and participate in the discussion forums with a strong basis; open up areas for discussion with your colleagues around the issues and challenges raised during the course.84% of students have stated that the course content has helped them improve their ability to formulate, implement, and/or evaluate public policies.Finally, this course is ""self-paced"". It means that if you choose to pay for the verified certificate, you will be able to take the course in a maximum term of about three months, from April 2 to December 18, 2020.IMPORTANT: You can choose between auditing the course or obtaining a verified certificate. If you take the ""Audit"" option, you will have free access to all course materials for ten weeks, but you will not be able to participate in the assessment activities. If you'd instead obtain a verified certificate, you will have access to the assessment activities until the closing date of the course, and you will be able to view the course materials for an unlimited time.By the end of this course, you will be able to: Math"
C Programming: Using Linux Tools and Libraries,Dartmouth_IMTx-Dartmouth College-IMT,Intermediate,https://www.edx.org/course/c-programming-using-linux-tools-and-libraries,Learn how to use professional tools and libraries to write and build C programs within the Linux operating system. Receive instant feedback on your code right within your browser.,"This seventh and final course in the C Programming with Linux Professional Certificate program will allow you to develop and use your C code within the Linux operating system. Using libraries in C is a fundamental concept when it comes to sharing code with others. In addition to compiling and linking, you will also learn how to pass arguments to an executable program. Within moments you will be coding hands-on in a new browser tool developed for this course providing instant feedback on your code. No need to install anything! As you embark on your future career as a programmer, you will be able to continue your coding adventures with professional coding environments used by C programmers around the world. At the end of this short course, you will have completed the C Programming with Linux Professional Certificate program, unlocking the door to a career in computer engineering. This course has received financial support from the Patrick & Lina Drahi Foundation. Computer Science"
Cybersecurity: The CISO's View,University of Washington,Beginner,https://www.edx.org/course/cybersecurity-the-cisos-view,Learn about cybersecurity operations and the role played by the Chief Information Security Officer (CISO) in the industry.,"The Chief Information Security Officer (CISO) in any given organization serves a leadership position, protecting the data and digital systems that a company’s employees as well as its customers depend upon.This course delves into the role that the CISO plays in cybersecurity operations.Throughout the lessons, learners will explore answers to the following questions: How does cybersecurity work across industries? What is the professionals' point of view? How do we keep information secure?Coursework will fully explore the CISO’s view from the top, as well as the position’s toolkit, which includes policy, procedures and practices, technologies, awareness training, and audit. It will also dive into the approaches taken in private industry, government, academia, and the military.By the end of this course, you will be able to: Computer Science"
"Instructional Design: Digital Media, New Tools and Technology",University System of Maryland-University of Maryland Global Campus,Intermediate,https://www.edx.org/course/instructional-design-digital-media-new-tools-and-2,"Explore the design, development and use of digital media and emerging technologies to support online teaching and learning.","Instructional designers today have a tremendous number of tools and resources available to them to create highly engaging courses. Social media, digital video, and freely available online instructional resources and applications connect and engage people in new, and exciting ways. When creating online learning experiences, instructional designers integrate and infuse these digital tools and digital content in ways that engage and connect learners to course content.In this education and teacher training course, part of the Instructional Design and Technology MicroMasters Program, you will explore the design, development, and integration of digital media to enhance the learning experience and investigate how media, emerging and mobile tools, and online applications impact technology-mediated learning environments.Choosing instructional materials for a course may seem like a simple step, but in fact, there are many important aspects of online learning experience development that are important to consider, such as content creation, copyright and creative commons, accessibility testing, and visual and web design techniques.Course topics include media and visual literacy, design for online and mobile environments, use and design of open educational resources, emerging technologies, and trends in technology such as mobile learning environments. This course is part of the Instructional Design and Technology MicroMaster’s program from UMGC. Upon completion of the program and receipt of the verified MicroMaster’s certificate, learners may then transition into the full UMGC Master’s Program in Learning Design and Technology. See the MicroMasters program page for more information. Education & Teacher Training"
Molecular Biology – Part 3: RNA Processing and Translation,Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/molecular-biology-part-3-rna-processing-and-transl,An in-depth adventure through RNA Processing and Translation. Strengthen your scientific thinking and biological experimental design skills.,"In Part 3 of 7.28x, you’ll explore translation of mRNA to protein, a key part of the central dogma of biology. Do you know how RNA turnover or RNA splicing affects the outcome of translation? Although not official steps in the central dogma, the mechanisms of RNA processing strongly influence gene expression.Are you ready to go beyond the “what"" of scientific information presented in textbooks and explore how scientists deduce the details of these molecular models?Take a behind-the-scenes look at modern molecular biology, from the classic experimental events that identified the proteins and elements involved in translation and RNA splicing to cutting-edge assays that apply the power of genome sequencing. Do you feel confident in your ability to design molecular biology experiments and interpret data from them? We've designed the assessments in this course to build your experimental design and data analysis skills.Let’s explore the limits of our current knowledge about the translation machinery and mechanisms of RNA turnover and splicing. If you are up for the challenge, join us in 7.28.3x Molecular Biology: RNA Processing and Translation. Biology & Life Sciences"
Power and Responsibility: Doing Philosophy with Superheroes,The Smithsonian Institution,Beginner,https://www.edx.org/course/power-and-responsibility-doing-philosophy-with-sup,"Pow! Bang! Kaboom! Power and Responsibility: Doing Philosophy with Superheroes, a SmithsonianX and Harvard Division of Continuing Education course, blends superheroes narratives with the core areas of philosophy.","Pow! Bang! Kaboom! Superhero stories, first arriving on the scene in the late 1930s, are now among the most popular forms of global entertainment. The study of philosophy has been around for centuries. Power and Responsibility: Doing Philosophy with Superheroes, a SmithsonianX and Harvard Division of Continuing Education course, blends these superheroes narratives with the core areas of philosophy. SmithsonianX has partnered with the Harvard Division of Continuing Education to bring this course from the Harvard Extension School to edX. This Beginner philosophy course, led by Professor Christopher Robichaud of the Harvard Kennedy School, offers an exciting lens to interpret key philosophical ideas — metaphysics and epistemology, social and political philosophy, ethics, philosophy of mind, existentialism, moral relativism, and much more. From Superman's embrace of truth, justice, and the American way to Wonder Woman's efforts at promoting peace rather than war, from Spider-Man's personal struggles at balancing his romantic life with his crime fighting exploits to the X-Men's social struggles with combating prejudice, Power and Responsibility: Doing Philosophy with Superheroes will give you the chance to explore philosophy through the many superhero narratives via videos, readings, and a meaningful course community. We invite both those new to philosophy and philosophy lovers to join us on this journey! Art & Culture"
Sustainable Urban Freight Transport: A Global Perspective,Delft University of Technology,Beginner,https://www.edx.org/course/sustainable-urban-freight-transport-a-global-persp,"Learn key strategies for optimizing urban freight transport based on recent developments in market understanding, vehicle technology and cooperative ventures.","Life in the city relies on the smooth operation of urban logistics. Everything from retail to services, construction to waste collection rely on an efficient and reliable freight transport system. However, with the increasing pressures of urbanization, this has to be balanced with the environmental and social impacts caused by transport activity. This is the challenge of City Logistics, a field of study that has significant practical implications for the world and the cities we live in. It is not merely a question of what is involved, but what can be done about urban freight transport to improve it for the sake of economic efficiency, quality of life, and sustainability. From a systematic scientific foundation of the field, this course will take you on a journey to learn how city logistics is understood and practiced in cities around the world. Our instructors, members of a renowned global expert network, will teach you the basics of this highly complex social system. Using their experience in real-world projects, they will illustrate how the knowledge learnt in this course is applied across industry and the public sector. This course caters primarily to university students or professionals working in urban transport infrastructure planning or logistics management. Whether you are simply curious about the topic or you intend to develop a career in these fields, this course will give you the tools you need to understand the complexities of urban freight transport systems. The course emphasizes the theoretical foundation, the rigorous evaluation, and a multi-disciplinary approach to this complex area. Course participants will benefit from numerous case studies of best practice in selected cities around the world, in a variety of business settings. Our emphasis on the global perspective is particularly relevant, since an understanding of local culture and political climate is an important factor in the success of any city logistics intervention. The course will provide an avenue for students to learn from their peers about the challenges faced in their respective cities, and how to apply the principles learned to the challenges faced in their own cities. Engineering"
MathTrackX: Statistics,University of Adelaide,Beginner,https://www.edx.org/course/mathtrackx-statistics,Understand fundamental concepts relating to statistical inference and how they can be applied to solve real world problems.,"This course is part six of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.This course will build on probability and random variable knowledge gained from previous courses in the MathTrackX XSeries with the study of statistical inference, one of the most important parts of statistics.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will cover random sampling, sample means and proportions, confidence intervals for sample means and proportions and one-sample tests of proportions and means.Join us as we provide opportunities to develop your skills and confidence in applying mathematics to solve real world problems. Math"
Strategic Applications of IT Project & Program Management,University of Washington,Beginner,https://www.edx.org/course/strategic-applications-of-it-project-program-manag,In this course you will learn project management standards and frameworks that increase efficiency and deliver tangible business benefits.,"This course has a focus on learning the most commonly used project management methodologies in the IT field, and why they are effective. This course introduces you to project management standards and frameworks that increase efficiency and deliver tangible business benefits to IT projects.Topics include:By the end of this course you will be able to: Business & Management"
Advanced Bioconductor,Harvard University,Advanced,https://www.edx.org/course/advanced-bioconductor,"Learn advanced approaches to genomic visualization, reproducible analysis, data architecture, and exploration of cloud-scale consortium-generated genomic data.","In this course, we begin with approaches to visualization of genome-scale data, and provide tools to build interactive graphical interfaces to speed discovery and interpretation. Using knitr and rmarkdown as basic authoring tools, the concept of reproducible research is developed, and the concept of an executable document is presented. In this framework reports are linked tightly to the underlying data and code, enhancing reproducibility and extensibility of completed analyses. We study out-of-memory approaches to the analysis of very large data resources, using relational databases or HDF5 as ""back ends"" with familiar R interfaces. Multiomic data integration is illustrated using a curated version of The Cancer Genome Atlas. Finally, we explore cloud-resident resources developed for the Encyclopedia of DNA Elements (the ENCODE project). These address transcription factor binding, ATAC-seq, and RNA-seq with CRISPR interference.Given the diversity in educational background of our students we have divided the series into seven parts. You can take the entire series or individual courses that interest you. If you are a statistician you should consider skipping the first two or three courses, similarly, if you are biologists you should consider skipping some of the Beginner biology lectures. Note that the statistics and programming aspects of the class ramp up in difficulty relatively quickly across the first three courses. By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts.These courses make up two Professional Certificates and are self-paced:Data Analysis for Life Sciences:Genomics Data Analysis:This class was supported in part by NIH grant R25GM114818.HarvardX requires individuals who enroll in its courses on edX to abide by the terms of the edX honor code. HarvardX will take appropriate corrective action in response to violations of the edX honor code, which may include dismissal from the HarvardX course; revocation of any certificates received for the HarvardX course; or other remedies as circumstances warrant. No refunds will be issued in the case of corrective action for such violations. Enrollees who are taking HarvardX courses as part of another program will also be governed by the academic policies of those programs.HarvardX pursues the science of learning. By registering as an online learner in an HX course, you will also participate in research about learning. Read our research statement to learn more.Harvard University and HarvardX are committed to maintaining a safe and healthy educational and work environment in which no member of the community is excluded from participation in, denied the benefits of, or subjected to discrimination or harassment in our program. All members of the HarvardX community are expected to abide by Harvard policies on nondiscrimination, including sexual harassment, and the edX Terms of Service. If you have any questions or concerns, please contact harvardx@harvard.edu and/or report your experience through the edX contact form. Data Analysis & Statistics"
What Every Provider Should Know: Clinical Fundamentals,Stanford University,Beginner,https://www.edx.org/course/what-every-provider-should-know-clinical-fundamentals,"Regardless of where physicians practice they are expected to be calm, cool, and collected when confronted with undifferentiated, critically ill patients. Medical education in most countries however, focuses on approaching patients in a methodical, time intensive manner. Although this approach can be effective for certain patients and settings, it can prove disastrous during those moments when time is of the essence. The specialty of Emergency Medicine (EM) centers on rapidly sorting, assessing, and stabilizing undifferentiated patients regardless of the etiology of their condition. Designed by educational leaders in the field of EM, this course is designed to teach healthcare providers the necessary skills to recognize and manage patients with life-threatening emergencies.","Regardless of where physicians practice they are expected to be calm, cool, and collected when confronted with undifferentiated, critically ill patients. Medical education in most countries however, focuses on approaching patients in a methodical, time intensive manner. Although this approach can be effective for certain patients and settings, it can prove disastrous during those moments when time is of the essence. The specialty of Emergency Medicine (EM) centers on rapidly sorting, assessing, and stabilizing undifferentiated patients regardless of the etiology of their condition. Designed by educational leaders in the field of EM, this course is designed to teach healthcare providers the necessary skills to recognize and manage patients with life-threatening emergencies.“What Every Provider Should Know: Clinical Fundamentals” features high quality video lectures, online case scenarios with questions, a discussion forum, and the chance to demonstrate your knowledge by testing to achieve a statement of accomplishment. A detailed syllabus is provided, which focuses on the most clinically relevant information. Lectures and materials are all online allowing students the flexibility to proceed at their own pace and schedule. Case-based discussions are initiated with a video presentation of an undifferentiated patient. Key decisions and studies are highlighted and student responses may also be posted for other course participants and faculty to review. Video discussions of the online cases with an expert clinician provide practical answers and insightful commentary. Emphasis is placed on a methodical approach to patient evaluation and the importance of time-sensitive emergency interventions. Common medical myths and pitfalls are also addressed throughout the course. This course can easily be taught to individual providers, or arranged for groups of providers or students within their hospitals, medical schools or universities. Providers working together and taking the course as a group have the advantage of institutional support, and the chance to reinforce key concepts during their clinical practice. Medicine"
Measuring Sustainable Development,SDG Academy,Intermediate,https://www.edx.org/course/measuring-sustainable-development,"The United Nations Sustainable Development Goals are an ambitious global agenda for prosperity, people, and planet. But how do we know if we are on track to achieve the SDGs? Which Goals should different stakeholders prioritize? And what kind of data do we need to ensure that no one is left behind?","Sustainable development is the most important global movement of our time. In 2015, the 193 member states of the United Nations unanimously adopted the 2030 Agenda for Sustainable Development and its 17 Sustainable Development Goals. These interconnected Goals aim to end poverty and promote economic prosperity, ensure social equity, and protect the environment. Above all, the 2030 Agenda commits to “leaving no one behind.” How do we know if we are on track to achieve the SDGs? Which Goals should different countries prioritize? And what kind of data do we need to ensure that everyone is counted?Launched in 2015 by the Sustainable Development Solutions Network (SDSN) and the Bertelsmann Stiftung, the Sustainable Development Report is the first worldwide study to assess where the world stands with regard to achieving sustainable development. The Report contains the SDG Index and Dashboards, which use a combination of official and unofficial data and indicators to understand each country’s progress on the 17 SDGs.In this short course, you will hear from some of the experts responsible for creating the Sustainable Development Report about the value of measuring progress on the SDGs, and how a tool like the SDG Index and Dashboards helps policymakers and other stakeholders make important decisions about their development priorities. You will examine the different types of data that can be used to measure development progress, and learn the technical steps needed to construct an index for the SDGs. Finally, you will explore regional and city-level indices, and discuss new approaches to SDG measurement and data-based decision-making. Data Analysis & Statistics"
Hong Kong Cinema through a Global Lens | 全球化下的香港电影,University of Hong Kong,Beginner,https://www.edx.org/course/hong-kong-cinema-through-a-global-lens,"Explore globalization through Hong Kong film classics of Bruce Lee, Jackie Chan, and Maggie Cheung, among others. 透过李小龙、成龙和张曼玉等国际巨星曾演出的经典香港电影，探索全球一体化概念。","Hong Kong Cinema has a global reach. Let’s explore how it reached you… Perhaps you know the films of martial arts icons Bruce Lee and Jackie Chan or the heroic bloodshed films of John Woo.Perhaps you are a fan of stars such as Maggie Cheung or Chow Yun Fat. Maybe you admire works by directors such as Wong Kar Wai.Whatever you know and wherever you are we invite you to join us on a journey to consider how the local and the global intersect to make Hong Kong cinema an integral part of popular culture around the world as well as a leading force in the development of world cinematic art.In this course you’ll learn how flows of capital, people, technologies, ideas and creativity circulate and shape the cultural industry of filmmaking, resulting in transnational co-productions and cross-cultural co-operations. You’ll see how these dynamic processes are inflected in characterization, plot development, and space-time configurations on Hong Kong screens.Our location in the cultural crossroads of Hong Kong allows us to introduce you to film professionals such as director Mabel Cheung and Andrew Lau, producer John Sham, film festival director Roger Garcia, and other guests, talking candidly about the industry.During your weeks with us you’ll see demonstrations of martial arts choreography, participate in close analysis of film techniques, investigate Hong Kong global stardom, uncover the reasons for the worldwide appeal of genres such as the kung fu film, and nurture a comparative and critical understanding of issues of gender, race, migration. Best of all you’ll partner with leading researchers in the field to appreciate Hong Kong’s contribution to world cinema.Please watch these films so that you can get the most out of the course content. Please note that you will need to acquire and watch the films on your own. We advise you see the films before each week’s material.Here is the list of films for each week.Week 1 – any Jackie Chan film (optional)Week 2 – any Bruce Lee film (optional), but we suggest Fist of Fury / The Chinese Connection (dir. Lo Wei, 1972), or Enter the Dragon , (dir. Robert Clouse, 1973)Week 3 – An Autumn’s Tale (dir. Mabel Cheung, 1987)Week 4 – The Killer (dir. John Woo, 1989)Week 5 – Infernal Affairs (dir. Andrew Lau and Alan Mak, 2002)Week 6 – In the Mood for Love (dir. Wong Kar Wai, 2000)香港電影享譽全球。您與它的初次接觸，是透過功夫巨星李小龍或成龍的作品，還是吳宇森式的英雄喋血電影？您最欣賞的香港電影人是張曼玉、周潤發等影星，還是王家衛等導演？
無論您身在何處，對香港電影了解多少，我們都誠意邀請您加入這個探索之旅，思考港式生活和全球文化交織而成的香港電影如何成為國際流行文化和世界電影藝術發展的主導力量。
在本課程中，我們將探討資本流動、人力、科技、 創意等元素如何在電影製作文化產業的形成過程中相得益彰，並促成跨國製作和跨文化營運。與此同時，我們亦會探索這些互動在香港電影中的人物塑造、情節發展和時空構造上所帶來的曲折變化。
香港大學是香港的文化交滙點，我們邀請了電影界專業人士，如導演張婉婷和劉偉強、製片人岑建勳、電影節總監高思雅等專家，分享電影業的內幕故事。
在數週的課程裡，您將會目睹功夫電影的動作編排， 電影技術的周密分析，研究香港演員晉身為國際巨星的過程，探索功夫電影令全球著迷的原因，及加深對性別、種族與移民等問題上比較性和批判性的思考方式。更重要的是，您將與各路專家一起認識香港對世界電影業所作出的貢獻。每週的電影清單：
第 1 周 – 成龍的任何電影（可選）
第 2 周 – 李小龍的任何電影（可選）——建議影片 1.《精武門》(導演 羅維，1972年); 2.《猛龍過江》(導演 羅伯特* 克洛斯，1973 年)
第 3 周 – 《秋天的童話》 (導演 張婉婷，1987年)
第 4 周 – 《喋血雙雄》 (導演 吳宇森，1989年)
第 5 周 – 《無間道》 (導演 麥兆輝與劉偉強，2002年)
第 6 周 – 《花樣年華》 (導演 王家衛，2000年) 課程目標
• 通過分析香港電影業的本地市場與國際舞臺之間的關係，培養您的批判和歷史思維能力；
• 在香港電影中不同的場景中尋找熟識的細節，從而拓展您對身份問題的了解；
• 通過分析香港電影業，讓您更了解全球化對社會的影響。香港电影享誉全球。您与它的初次接触，是透过功夫巨星李小龙或成龙的作品，还是吴宇森式的英雄喋血电影？您最欣赏的香港电影人是张曼玉、周润发等影星，还是王家卫等导演？
无论您身在何处，对香港电影了解多少，我们都诚意邀请您加入这个探索之旅，思考港式生活和全球文化交织而成的香港电影如何成为国际流行文化和世界电影艺术发展的主导力量。
在本课程中，我们将探讨资本流动、人力、科技、 创意等元素如何在电影制作文化产业的形成过程中相得益彰，并促成跨国制作和跨文化营运。与此同时，我们亦会探索这些互动在香港电影中的人物塑造、情节发展和时空构造上所带来的曲折变化。
香港大学是香港的文化交滙点，我们邀请了电影界专业人士，如导演张婉婷和刘伟强、制片人岑建勋、电影节总监高思雅等专家，分享电影业的内幕故事。
在数周的课程里，您将会目睹功夫电影的动作编排， 电影技术的周密分析，研究香港演员晋身为国际巨星的过程，探索功夫电影令全球着迷的原因，及加深对性别、种族与移民等问题上比较性和批判性的思考方式。更重要的是，您将与各路专家一起认识香港对世界电影业所作出的贡献。每周的电影清单：
第 1 周 – 成龙的任何电影（可选）
第 2 周 – 李小龙的任何电影（可选）——建议影片 1.《精武门》(导演 罗维，1972年); 2.《猛龙过江》(导演 罗伯特• 克洛斯，1973 年)
第 3 周 – 《秋天的童话》 (导演 张婉婷，1987年)
第 4 周 – 《喋血双雄》 (导演 吴宇森，1989年)
第 5 周 – 《无间道》 (导演 麦兆辉与刘伟强，2002年)
第 6 周 – 《花样年华》 (导演 王家卫，2000年) 课程目标通过分析香港电影业的本地市场与国际舞台之间的关系，培养您的批判和历史思维能力；
• 在香港电影中不同的场景中寻找熟识的细节，从而拓展您对身份问题的了解；
• 通过分析香港电影业，让您更了解全球化对社会的影响。 Humanities"
Image Processing and Analysis for Life Scientists,École polytechnique fédérale de Lausanne,Intermediate,https://www.edx.org/course/image-processing-and-analysis-for-life-scientists,Basic image analysis for life scientists with a non-engineering background. The main goal is to teach how to address and solve scientific questions by state of the art image analysis strategies.,"Nowadays, image-based methods are indispensable for life scientists. Light microscopy especially, has evolved from sketched out observations by eye, to high throughput multi-plane, multi-channel, multi-position and multimode acquisitions that easily produce thousands of information-rich images that must be quantified somehow to answer biological questions. This course will teach you core concepts from image acquisition to image filtering and segmentation, to help you tackle simple image analysis workflows on your own. All examples use open source solutions, in order to allow you to be independent from commercial solutions. Emphasis is made on good practices and typical pitfalls in image analysis. At the end of this course, you will be able to adapt and reuse workflows to suit your specific needs and be equipped with the tools and knowledge to adapt and seek advice from the ever-growing image analyst community of which you will be a part now The course is taught by senior image analysts with longtime work experience in a service-oriented core facility. Data Analysis & Statistics"
Globalization: Past and Future,SDG Academy,Beginner,https://www.edx.org/course/globalization-past-and-future,Is globalization a new phenomenon or a cyclical pattern throughout human history?,"In this four-part mini-course, Professor Jeffrey Sachs argues that we have always lived in a global world. He takes students on a historical and anthropological tour of six distinct waves of globalization and outlines the key factors that drove innovation, technology dispersal and development during these epochs. The course tells the story of a global humanity and asks the question: What lessons can we pull from history to help understand the tumultuous changes underway today? This course is for:  History"
Star Trek: Inspiring Culture and Technology,The Smithsonian Institution,Beginner,https://www.edx.org/course/star-trek-inspiring-culture-and-technology,Explore the impact and influence of Star Trek on today's society and technology.,"Why has Star Trek , which began as a failed network series, become so influential? Instead of fading away, the Star Trek universe now encompasses feature films, additional television series, and a universe of fan conventions and memorabilia. What about the shows and movies resonate with so many people? The powerful vision of futuristic space exploration drew on real history and contemporary issues to enhance its storytelling. Star Trek inspired audiences to ask fundamental questions about who they are and how they relate to the world around them. When you enroll in this course, you will examine how Star Trek ’s live action television shows and motion pictures affected audiences around the world. With your hosts, Margaret Weitekamp and Scott Mantz, you will discover the connections between Star Trek and history, culture, technology and society. You will hear from experts, watch clips from the shows and films, debate with fellow fans.and explore your own perspectives on and understanding of Star Trek 's lasting impact. Through critical analysis and object exploration, you will examine how Star Trek tackled controversial topics, such as race, gender, sexuality, and ethics. Then, the mission is yours. Join the community to engage in civil discourse. Use evidence to understand how Star Trek shaped and still influences our technology and society. This course is offered under license by CBS Consumer Products.In this course, students will:  History"
"Introduction to Cloud Development with HTML5, CSS3, and JavaScript",IBM,Beginner,https://www.edx.org/course/introduction-to-cloud-development-with-html5-css3-and-javascript,"Learn the key tools and programming languages to bootstrap your career as a Cloud Developer. Get started with web development using HTML5, CSS3, JavaScript and GitHub.","Want to take the first steps to become a Cloud Application Developer? This self-paced online course will lead you through the programming languages and tools you will need to develop your own Cloud and Web Applications.Beginning with an explanation of how internet servers, and clients work together to deliver applications to users, this course takes you through the context for application development in the Cloud, introducing front-end, back-end, and full stack development.You’ll then focus on the languages you need for front-end development, working with HTML5, CSS3, and JavaScript.Finally, you will discover tools such as Git, GitHub, and GitLab, that help you to store your projects and keep track of changes made to project files (version control) and enable collaboration and continuos deployment. Computer Science"
Tools for Academic Engagement in Public Policy,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/tools-for-academic-engagement-in-public-policy,"Many scientists and engineers seek to engage with policymakers and there is a clear need for them to do so. However, very few receive the training necessary to effectively impact public policy. This online module will provide an introduction to the policymaking process and practical tips for engaging with the policy community.","As public policies become increasingly complex and technical in nature there is a clear need for scientifically informed solutions to major public policy challenges. However, most researchers do not have the training to effectively engage with policymakers. This short course will provide an essential introduction to the policymaking process through the lens of the U.S. federal government, while providing specific steps researchers can take to engage policy stakeholders and articulate the policy implications of their work. Specifically, it will focus on:  Communication"
Theory of Change for Development,Wits University,Beginner,https://www.edx.org/course/theory-of-change-for-development,Learn to use a Theory of Change approach to betterunderstand your development program's impact and improve your results.,"Does monitoring and evaluation seem too technical? Are you grappling with logframes and indicators that don’t adequately tell the story of your program? A Theory of Change (ToC) approach can help. This course will provide you with a ToC toolkit to help assess any process of change that you may be developing. It is optimized for public and development managers, monitoring and evaluation practitioners, donor agencies, NGOs, academics, and other stakeholders. A ToC approach helps you situate complex social and development interventions. ToC is both a process and a product for explaining the various contributors to change, and the multiple levels of outcomes that result from program implementation. The course will introduce you to thetheory of change approaches and principles. It will give you the tools to both understand existing theories of change as well as develop your own. You will also be able to connect a theory of change to logframes and other organizational tools for further monitoring and evaluation. Social Sciences"
Monozukuri: Making Things,Tokyo Institute of Technology,Beginner,https://www.edx.org/course/monozukuri-making-things,"Learn the Japanese concept of Monozukuri: the art of ""making things"" starting with the philosophy including lectures from Tokyo Tech faculty, various examples from Japanese Industry, and the Tokyo Tech student clubs. In addition, the principles of experiental learning are also introduced.","This course introduces fundamental topics related to Monozukuri covering engineering topics such as thermodynamics, fluid dynamics, design, and dynamics of machinery. This is a new type of course in which learners not only view video lectures and answer quizzes but also learn while actually engaging in their own hands-on learn-by-doing project.You will learn about propulsion mechanism related to a small pop-pop (heat powered) steamboat. By introducing monozukuri (the art of manufacturing or preparing tangible objects) which is a philosophy of how to make things with precision that work extremely well. The principle standing behind Japanese high quality manufactured goods will be revealed. Interviews with craftsmen and student organizations that design and make things including the all Japan university competition on human-powered aircraft will be given as an example. This course is recommended course for learners who want to learn engineering principles and about making things in Japan. This course is a revision of the previous course on the same topic and was revised taking into account learner feedback. It also contains materials on experiental learning, which is the learning process by which one learns via their experiences. Furthermore, building a milk-carton boat out of an aluminum can was added in case wood and copper tubing are not available.1) Introduction to science and engineering concepts such as thermodynamics, fluid dynamics, design and dynamics of machinery2) Japanese Monozukuri Craftsmanship3) Japanese Monozukuri Philosophy4) Experiental Learning Principles Engineering"
Drug Discovery & Medicinal Chemistry,Davidson College,Intermediate,https://www.edx.org/course/med-001,Learn how scientists in drug development modify and test molecules to improve potency and reduce toxicity. Discover the criteria that regulatory agencies use to approve molecules that are shown to be both safe and effective as pharmaceuticals for the treatment and prevention of diseases.,"Drug discovery is a challenging field, but the pathway most drugs navigate from concept to market is predictable and based upon repeated experimentation. The process requires scientists with expertise in chemistry, biology, and medicine. This course focuses on four aspects of drug development.The course closes with two case studies of molecules that have advanced through the development process and into clinical trials.After completing this course, students will be able to... Medicine"
Digital Biomaterials,University of Hong Kong,Beginner,https://www.edx.org/course/digital-biomaterials,"Learn and discover the special, exciting and new materials and technologies in dentistry to make a difference in tomorrow’s oral health care development. It is Digital Biomaterials by HKU Dental Materials Science!","Learn from a dynamic team of 25 dental practitioners and researchers across 10 dental specialties from around the world led by HKU’s Professor Jukka P. Matinlinna and Dr James K.H. Tsoi. In this 4-Week-4-Module course, Digital Biomaterials, you will not only learn the special properties of novel biomaterials in oral health care, but you will be introduced to the crucial and dramatic roles of digital dentistry in contemporary oral health care.New technology development and breakthroughs in biomaterials research have transformed oral health care. The discoveries of the special properties of biomaterials such as titanium, zirconia and various polymeric composite materials have led to the rapid development of more versatile, durable and safe materials, offering oral health care that meet patients’ treatment needs and aesthetic restorative results. In recent years, advancement in digital dentistry such as CAD/CAM technology in crown fabrication, 3D printing, artificial intelligence, stereophotogrammetry and digital orthodontics have greatly impacted many aspects of oral health care, in particular, oral and maxillofacial surgery, implant dentistry and regenerative medicine.Oral biomaterials research today is an exciting and intensive multidisciplinary area that encompasses contributions from a wide range of fields from clinical dentistry to biology, chemistry, physics, material science, and engineering. We cordially invite those of you who wish to make a difference in tomorrow’s dental materials and oral health development to join us in the exciting journey in Digital Biomaterials.The course Digital Biomaterials compiles four modules introducing the most cutting-edge digital and computer technologies in dentistry including big data, artificial intelligence (AI), and digital workflow that support clinical dental diagnostics, and enhance the efficiency of fabricating durable dental restorations. Learners will also be introduced to the properties of the most commonly used dental materials such as titanium, various ceramics and composite biomaterials.. Furthermore, adhesion of dissimilar materials to tooth structures will also be explained.The learning objectives of the four modules in Digital Biomaterials are as follows:Module 1Module 2Module 3Module 4 Medicine"
Natural Resources for Sustainable Development,SDG Academy,Intermediate,https://www.edx.org/course/natural-resources-for-sustainable-development,"Explore the sustainable development opportunities and challenges in using oil, gas and minerals.","Natural resources represent a potentially transformational opportunity to support development but are ultimately finite How do we make the most of them without destroying the planet? In this 12-week course, produced by the Natural Resource Governance Institute, the Columbia Center on Sustainable Investment and the World Bank, learn about efforts to sustainably manage extractive industry investments. You will come to understand the complex and interwoven aspects of natural resource governance and become part of a global movement of citizens and practitioners committed to harnessing the transformational impacts of our natural resources. This course is for:  Energy & Earth Sciences"
Omnichannel Strategy and Management,Dartmouth College,Intermediate,https://www.edx.org/course/omnichannel-strategy-and-management,Understand the needs of omnichannel customers and how to make the transition from a traditional retailer to omnichannel from TuckX and the Tuck School of Business at Dartmouth.,"Retail customers are omnichannel. They increasingly expect to interact with retailers in a seamless way, combining aspects of different channels at different stages of their purchase journey. They want to place an order online and pick it up an hour later on their way to work, or return at the store an order they had placed online. We have been studying for many years how traditional retailers can become omnichannel retailers. It is not an easy transition and requires a fundamental change in the retailer’s processes, systems and strategy. This transformation is not about small adjustments but a complete redesign of the retailer’s business model.In this course, part of the Retail Management Professional Certificate program, you will learn from retailers that are successfully navigating this transformation. You will explore how to attract omnichannel customers, what fulfillment options these customers expect, how retailers can leverage their online and brick and mortar presence, and what retailers need to support an omnichannel strategy. By the end of the course, you won’t be thinking about separated retail channels but one integrated retailer that is aligned to best serve today customer’s needs.We have designed this course based on our own work in omnichannel retail. The course will suit a variety of participants from retail owners and undergraduate business majors, to retail specialists. Business & Management"
General Overview of Cannabis and the Industry’s Outlook and Professions,Doane University,Beginner,https://www.edx.org/course/general-overview-of-cannabis-and-the-industrys-out,An in-depth view of cannabis and its potential uses.,This course will provide a comprehensive overview of cannabis and its applications and uses. Students will gain an understanding of various cannabis strains in addition to the differences and similarities between marijuana and hemp. Professions and emerging jobs in the cannabis industry will be covered in this course as well as the future outlook of the cannabis industry. Environmental Studies
Amazon SageMaker: Simplifying Machine Learning Application Development,Amazon Web Services,Intermediate,https://www.edx.org/course/amazon-sagemaker-simplifying-machine-learning-appl,Learn to integrate Machine Learning into your apps with training from AWS experts--and without a data science background.,"Machine learning is one of the fastest growing areas in technology and a highly sought after skillset in today’s job market.This course will teach you, an application developer, how to use Amazon SageMaker to simplify the integration of Machine Learning into your applications. Key topics include: an overview of Machine Learning and problems it can help solve, using a Jupyter Notebook to train a model based on SageMaker’s built-in algorithms and, using SageMaker to publish the validated model. You will finish the class by building a serverless application that integrates with the SageMaker published endpoint.Learn from AWS Training and Certification expert instructors through lectures, demonstrations, discussions and hands-on exercises* as we explore this complex topic from the lens of the application developer.*Note that there may be a cost associated with some exercises. If you do not wish to incur additional expenses, you may view demonstrations instead. Computer Science"
Demand and Supply Analytics,Columbia University,Intermediate,https://www.edx.org/course/demand-and-supply-analytics,Learn how to use data to develop insights and predictive capabilities to make better business decisions.,"How do airlines decide when to increase ticket prices? Should a hotel charge less per night for a long stay than a short one? Why do some software companies bundle very different products together? How should a fashion retailer decide when do start discounting clothes? Why do so many discounted rates end in "".99""? How should a company balance the risk of holding too much inventory on hand and the risk of turning away customers? Does it ever make sense for retailers to lie to suppliers about how much they will need to order? Should retailers with multiple locations hold most of their inventory in a central warehouse or at the individual locations?These are only a small sample of the operational and pricing challenges all businesses regularly face. These challenges are often addressed individually and in isolation but, in reality, all of these decisions interact with each other. This class looks at the demand and supply management challenges faced by companies in various industries and provides an introduction to the tools that can be used to address these challenges. Business & Management"
Advanced Algorithmics and Graph Theory with Python,IMT,Intermediate,https://www.edx.org/course/advanced-algorithmics-and-graph-theory-with-python,"Strengthen your skills in algorithmics and graph theory, and gain experience in programming in Python along the way.","Algorithmics and programming are fundamental skills for engineering students, data scientists and analysts, computer hobbyists or developers.  Learning how to program algorithms can be tedious if you aren’t given an opportunity to immediately practice what you learn. In this course, you won't justfocus on theoryor study a simple catalog of methods, procedures, and concepts. Instead, you’ll be given a challenge wherein you'll be asked to beat an algorithm we’ve written for you by coming up with your own clever solution.   To be specific, you’ll have to work out a route faster than your opponent through a maze while picking up objects.   Each week, you will learn new material to improve your artificial intelligence in order to beat your opponent. This structure means that as a learner, you’ll confront each abstract notion with a real-world problem.   We’ll go over data-structures, basic and advanced algorithms for graph theory, complexity/accuracy trade-offs, and even combinatorial game theory.  This coursehas received financial support from the Patrick and Lina Drahi Foundation. Computer Science"
Leadership and Management for PM Practitioners in IT,University of Washington,Beginner,https://www.edx.org/course/leadership-and-management-for-pm-practitioners-in,Learn how to develop effective project management and leadership skills that are essential for successfully guiding diverse or distributed teams and projects.,"Do you have the skills to be an effective project manager in a global market?This course focuses on leadership and management competencies, along with the ways that different organizational cultures can influence project management.In this course, you’ll learn the personal and performance competencies required of project managers. You’ll also explore organizational culture and see how a team’s dynamics affect a project. Finally, you’ll delve into team composition and communications, as well as the links between organizational change management and readiness.By the end of this course you will be able to: Business & Management"
Entrepreneurship 103: Show Me The Money,Massachusetts Institute of Technology,Beginner,https://www.edx.org/course/entrepreneurship-103-show-me-the-money,"Your startup needs to get cash positive as soon as possible – and ultimately, profitable. This is how you get there.","Successful entrepreneurship ultimately comes down to three questions:The course series Entrepreneurship 101, 102, and 103 addresses these questions one by one.Entrepreneurship 103 is your guide to creating a profitable business. So you’ll learn more than just entrepreneurship here. You’ll start becoming a business leader.We’ll expose you to case studies of MIT startup companies and interviews of their founders. So you’ll learn the vital business skills of:Entrepreneurship 103 should be of particular interest to you if you are:This course is particularly useful for:If you can, take Entrepreneurship 103 as a team, for the course will give you a common framework to make decisions, laying the foundation for your long-term success.Give you best to this course. In return, you will gain the confidence that you can go from your first sale to a profitable business. And that’s priceless.This course is a pre-requisite to an attend an MIT Bootcamp.The course is taught by Bill Aulet, Managing Director of the Martin Trust Center for MIT Entrepreneurship and Erdin Beshimov, Senior Director of MIT BootCampus. Business & Management"
Drainage in Agriculture: controlling water and salt levels in the soil,Wageningen University & Research,Advanced,https://www.edx.org/course/drainage-in-agriculture-controlling-water-and-sa-2,Get prepared for heavier rainfall and the increasing demand for food! The #1 Agricultural University of the world will teach you how to design and implement effective drainage systems in agriculture. You will learn how to create a perfect soil profile for optimal growing conditions for a crop and help feed the growing world population. Enrol now and prepare for the effects of climate change by draining excess water.,"The demand for safe and healthy food is rapidly increasing. The world population is growing and is projected to reach 9.8 billion in 2050. How do we prepare for this and how are we going to be able to feed all these people? It is clear that the food production mainly has to come from improvements in agricultural water management on existing agricultural lands.Global climate change raises the pressure on supply and demand for water. Changing temperatures and long-term variation in annual precipitation amounts and regional distribution patterns require more ways to control water levels. In addition to the changing climate, cropping patterns are diversifying and field irrigation methods are changing. In light of all these changes in water demand, supply and use, the role of (subsurface) drainage has changed from a single-purpose measure for controlling waterlogging and/or salinity to an essential element of integrated water management under multiple land use scenarios.Join this course to advance your knowledge in drainage, drainage systems and solutions, and to help securing a sustainable food supply. In this course, you will work on different modules, apply the knowledge gained directly to your home country drainage situation. Furthermore, you will learn from other cases and learners worldwide, expanding your horizon on the global importance of drainage.Structure of the courseThe course consists of five modules. In Module 1, the need for drainage, the drainage methods and the design approaches for agricultural drainage systems are introduced. In Module 2 you will learn more about the hydrological principles related to drainage and drainage design equations. Module 3 discusses the general aspects of drainage of saline and sodic soils and Module 4 is an introduction to the implementation and operation & maintenance of drainage systems. Depending on your background and interest, you may decide by yourself in which sequence you do these three modules. But you should realize that in Module 5, all these different aspects of drainage are integrated to discuss the changing role of drainage in agricultural water management.For who This course was developed for professionals and students from various backgrounds, especially those who are interested in agricultural water management and want to broaden their understanding of drainage planning, design, and management, and drainage-related research and training. Although specifically watermanagers and waterengineers, agricultural engineers, irrigation professionals, hydrologists, and agricultural policy makers join this course, the course is open and accessible to everyone.Do not miss out on the opportunity to join this free online course and upgrade your knowledge on drainage for agricultural lands. Environmental Studies"
AP® Physics 1: Challenging Concepts,Davidson Next,Beginner,https://www.edx.org/course/ap-physics-1-challenging-concepts,Master the most difficult topics in your AP® Physics 1 course with help from experienced AP® Physics teachers.,"This course covers 8 different challenging topics in AP® Physics 1. Well-respected AP instructors from around the USA will lead you through video, assessment questions, and interactive activities.Each module breaks these tricky topics into bite-sized pieces - with short instructional videos, on-screen simulations, interactive graphs, and practice problems written by many of the same people who write and grade your AP® Physics 1 & 2 exams.Topics include:* Advanced Placement® and AP® are trademarks registered and/or owned by the College Board, which was not involved in the production of, and does not endorse, these offerings. Stand-alone units cover the most challenging concepts in the newly redesigned AP® Physics 1 curricula (based on College Board data from 2011–2013 AP® Physics B exams). Physics"
Introduction to Java Programming – Part 2,The Hong Kong University of Science and Technology,Beginner,https://www.edx.org/course/introduction-to-java-programming-part-2,The first MOOC to teach the fundamental elements of Java programming and data abstraction.,"Do you want to become a better problem solver?This Java course will provide you with a strong understanding of basic Java programming elements and data abstraction using problem representation and the object-oriented framework. As the saying goes, “A picture is worth a thousand words.” This course will use sample objects such as photos or images to illustrate some important concepts to enhance understanding and retention. You will learn to write procedural programs using variables, arrays, control statements, loops, recursion, data abstraction and objects in an integrated development environment.This course is comprised of two 5-week parts. Part 1 introduces programming fundamentals. Part 2 covers additional advanced topics. Computer Science"
AP® Macroeconomics,Davidson Next,Beginner,https://www.edx.org/course/ap-macroeconomics,Learn all material in the AP® Macroeconomics curriculum from highly regarded AP instructors and college professors.,"Learn key concepts and AP® Macroeconomics material from top AP instructors, including many of the same high school teachers and college faculty who helped design the AP curriculum in partnership with the College Board.Each module will cover a major concept in the AP® Macroeconomics course, based on Advanced Placement® standards.All topics are broken into bite-sized pieces—with short instructional videos, interactive graphs, and practice problems.Throughout the 18 core modules, you will also find more than 30 short videos. Each one is placed at a critical juncture – ensuring you don’t miss important ideas, definitions and concepts.Topics include:This course is specifically designed for blended learning in AP classrooms, but can also be used by AP students independently as supplementary help and exam review.* Advanced Placement® and AP® are trademarks registered and/or owned by the College Board, which was not involved in the production of, and does not endorse, these offerings. Economics & Finance"
Climate Change Education,Inter-American Development Bank,Beginner,https://www.edx.org/course/climate-change-education,Learn how to work with your students to help them explore climate change through the use of interactive and engaging activities. These activities are designed for students at the primary and secondary levels.,"This course explores the basic science behind climate change and presents the tools to teach it in a positive, engaging and participatory way. The course also introduces some of the ethical and social issues around climate change.This course makes use of videos, lesson plans and online games developed by the IDB's ""Rise-Up: Education Against Climate Change"" initiative. The aim is to assist you in the launch of climate change education and actions to mitigate and adapt to climate change in your school community.This is a hands-on course, with examples coming directly from Latin America and the Caribbean.61% of the students who have taken the course affirm that they have improved their ability to formulate, implement and / or evaluate public policies.52% of the students have said that the course has served them to improve services to citizens as public officials.Students who obtain the certificate in this course will also receive this digital badge. Digital badges allow you to share skills and knowledge more quickly and more reliably. For more information on digital badges visit https://cursos.iadb.org/es/indes/credenciales-digitales or click here. Education & Teacher Training"
Applied Deep Learning Capstone Project,IBM,Advanced,https://www.edx.org/course/applied-deep-learning-capstone-project,"In this capstone project, you'll use either Keras or PyTorch to develop, train, and test a Deep Learning model. Load and preprocess data for a real problem, build the model and then validate it.","In this capstone project, you'lluse a Deep Learning library ofyour choice to develop, train, and test a Deep Learning model.Loadand preprocess data for a real problem, build the model and then validate it. Finally, you will present a project report to demonstrate the validity of yourmodel andyour proficiency in the field of deep learning. Data Analysis & Statistics"
FinTech Ethics and Risks,University of Hong Kong,Beginner,https://www.edx.org/course/fintech-ethics-and-risks,"Learn how individuals and organizations can utilize and regulate blockchain, AI, and other FinTech solutions to ensure their adoption does not come at the expense of societal growth.","FinTech has started a global revolution in the financial services industry, and the transformation will only increase in coming years. There are many ways in which FinTech can improve the lives of people around the world; however, those same technologies can also be used to enslave, coerce, track, and control people. Accordingly, it is appropriate and necessary to consider the implications of the introduction of these technologies so that they are utilized properly, regulated sufficiently, and their adoption does not come at the expense of societal growth. This 6-week online coursecovers 6 modules, representing the full spectrum of finance, technology, and the introduction of FinTech solutions globally. We will ask questions that are not often asked or addressed when new technologies are adopted. Why should we adopt FinTech solutions, and what are the best ways to introduce disruptive technologies? How does blockchain technology change the way we provide financial services, and how should blockchain technology be governed? Is FinTech creating risks in cybersecurity and how can technology help us prevent financial crimes? As Artificial Intelligence (AI) is developed and adopted, will human biases and prejudices be built into such mechanisms? And at a larger scope, should FinTech lead to a decentralized, democratized system of finance, or will existing institutions adopt FinTech strategies to cement their existing hold on the financial markets? Through discussing and attempting to answer these questions, you will understand better how the introduction of these technologies can benefit or harm society. And through considering the proper application or introduction of such technologies, you will learn to make better decisions as an individual and organization when facing the question: is FinTech our savior or a villain? Economics & Finance"
User Experience (UX) Design: Human Factors and Culture in Design | 设计的人因与文化,Tsinghua University,Advanced,https://www.edx.org/course/user-experience-ux-design-human-factors-and-cultur,"Learn user experience and user interface design-key skills to succeed as a product manager, developer and designer. 本课程将依托于实际的设计案例和有趣的文化现象，引导学生从文化的视角运用人因学的知识和方法理解什么是以用户为中心的设计理念，掌握科学的设计和评估方法","The most successful products and services offer rich and colorful user experiences that take into account social and cultural patterns. Learn how to create excellent user experience (UX) designs which are user-centered and consider factors such as consumer demand, ability and cultural background.Understanding UX design, or how to design with the user in mind, is not only a requirement for designers, but also a skill product managers and developers should develop throughout their careers. This UX/UI course should help product developers, managers and marketers as well as designers develop unique critical, analytical perspectives in user experience and user interface.Theoretical knowledge of the human factor is at the heart of user-centered design and evaluation. This course will focus around this theme, starting with specific design cases and gradually diving deeper into the newest research findings, taking learners from the simplest to the most complicated studies of user analysis, task analysis, user interface design, cross-cultural design, user experience design, robot and human interaction design, the newest health care and human factor research projects, and more.FAQsWhat are the textbook and the reference books for this course?Heim, S. (2007). The Resonant Interface. Pearson Education Limited. (English language reprint edition published by Publishing House of Electronics Industry).What is the grading breakdown?20% quizzes
40% discussion
40% final reportHow can I get the certificate?If your final score is no less than 50.生活中各式各样的产品与服务给我们带来了丰富多彩的用户体验，也蕴含着有趣的社会文化规律。优秀的用户体验设计需要以人为中心，全面考虑人的需求、能力以及文化背景等因素。以用户为中心的设计方法不仅是对设计师的要求，也是产品管理、开发人员必需的专业素养，本课程希望帮助产品开发或设计人员建立独立的评判视角和分析思路。人因学的理论知识是“以用户为中心的设计和评估”方法的基础，本课程将围绕这个中心，从具体的设计案例开始讲授，逐步深入至最新的科研成果，引导学生由浅入深地学习用户研究，任务分析，交互界面评估，跨文化设计，用户体验设计，人与机器人交互设计，以及前沿的医疗与人因研究专题等内容。 Engineering"
The Conquest of Space: Space Exploration and Rocket Science,Universidad Carlos III de Madrid,Beginner,https://www.edx.org/course/the-conquest-of-space-space-exploration-and-rocket,Explore the history of space travel and learn the basics of aerospace engineering.,"Space exploration plays a major role in the history of humankind. The cultural, political and sociological repercussions are extraordinary, and the amount of resources dedicated to space exploration is enormous. This aerospace course is a first step for those interested in learning more about the history of the space and the impact of space exploration on our daily lives.Each week we will focus on a major chapter in the history of space exploration accompanied by an introduction to the relevant technical topics to fully understand these historical developments. During the seven weeks of the course, we will follow the technical, political and cultural contexts that lead to the birth of the space age, uncover the evolution of space exploration from competition to cooperation in the Apollo and post-Apollo era and finally, analyze current trends in space exploration.By successfully completing this course, you will acquire the critical tools to understand the key events and developments of the Space Age. You will learn to solve basic technical and engineering problems of space travel, rocket propulsion, space systems, and human space flight.Course image: Rosetta at Comet (landscape) / Copyright: ESA/ATG medialab; Comet image: ESA/Rosetta/Navcam. Engineering"
Business Strategy and Operations in a Biobased Economy,Wageningen University & Research,Advanced,https://www.edx.org/course/business-strategy-and-operations-in-a-biobased-eco,Lead your company to make the switch to biobased resources and build a profitable sustainable business. Learn how to deal with the many strategic and operational challenges facing a companyin the biobased and circular economy.,"“Sustainable growth business models are the beginning of a solution — they aim to optimize the use of resources and fossil energy, and to reduce waste flows and emissions (eco- efficiency). Structuring a (more) circular business model is a logical next step. A circular economy is the logical and more hands-on approach to sustainable thinking and acting. Besides a clear link to cost reduction, the principles of a circular economy have an even stronger link to value creation and innovations at system level"". From the document “Circular Economy” of the Dutch Sustainable Growth Coalition.To contribute to the bio-society in 2050 you should know what a business model of a company in the biobased and circular economy comprise of. Does it always require cross-company collaborative efforts to succeed in this sector? What operational supply chain challenges have to be dealt with to ensure efficient and sustainable production networks? And how can managerial decision-making be supported by quantitative methods?Join this course if you want to be able to answer these questions and gain a solid understanding of the business side of the biobased and circular economy.The course contains two key business perspectives. It starts with relevant strategic management considerations such as the trends impacting the transition of businesses and value chains towards a more circular economy, their multi-stakeholder collaboration, and the development of feasible biobased business models. Then, the course continues with operational considerations, on e.g. supply chain management issues, different types of planning problems that are encountered, and the development of decision support for the design and operations of biobased supply chains.Don’t miss out on this opportunity to gain the skills on a strategic- and operational level to transform your company’s business model in a conscious, sustainable and profitable one.Join the MicroMasters programme!This course is part of the MicroMasters Business and Operations for a Circular Bio-EconomyA series of 3 courses and a final capstone project that will provide you with the knowledge and tools to analyse the business and operations side of the switch to biobased products. You will be able to contribute to managerial decision-making, as well as deal with supply chain management and planning.Explore the other courses in this MicroMasters programme:You might also like the MicroMasters Economies and Policies for a Circular Bio-Economy. Business & Management"
What Works in Education: Evidence-Based Education Policies,Inter-American Development Bank,Beginner,https://www.edx.org/course/what-works-in-education-evidence-based-education-p,"Learn what works in education and how to identify, analyze and implement evidence-based education policies that improve learning.",This course summarizes the main theoretical and practical research surrounding evidence-based education policies and delves into the key improvements and challenges observed in education systems in Latin America and the Caribbean. The course has been organized around five key features of successful education systems: The course’s target audience includes those with interest in improving education through evidence-based education policies. Education & Teacher Training
Electric Cars: Business,Delft University of Technology,Intermediate,https://www.edx.org/course/electric-cars-business,Get an in-depth understanding of varied profitable business models for electric cars.,"Electric cars are more than a novel means of mobility. They have been recognized as an essential building block of the energy transition. Fulfilling their promise will imply a significant change in the technical, digital and social dimensions of transport and energy infrastructure. If you want to explore the business opportunities this new market offers, then this is the course for you! This course explains how electric mobility can work for various businesses, including fleet managers, automobile manufacturers and charging infrastructure providers. The experts of TU Delft, together with other knowledge institutes and companies in the Netherlands, will provide insights into and examples of how innovations have disrupted conventional businesses and created new businesses altogether. This will be explained through various concepts and models, including total cost of ownership models, lean mass production, value chain thinking and business integration. After completing this course, you will be able to create e-mobility business models and develop a new strategy for your company which includes transition to or incorporation of e-mobility. The course includes video lectures, presentations and exercises, which are all illustrated with real-world case studies from projects that were implemented in the Netherlands. This course was co-developed with the Dutch Innovation Centre for Electric Road Transport (Dutch-INCERT) and is taught by experts from both industry and academia, who share their knowledge and insights. Business & Management"
Thermodynamics of Materials,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/thermodynamics-of-materials-2,Thermodynamics of Materials describes the fundamental competition between energy and disorder that determines the state of materials at equilibrium.,"This course describes the fundamental competition between energy and disorder that determines the state of materials at equilibrium. It introduces the laws of thermodynamics, the concept of equilibrium, and thermodynamic potentials. Both classical and statistical interpretations of entropy are presented, but the emphasis of the course is on classical thermodynamics. Topics covered include unary systems, reacting chemical systems, and binary phase diagrams. Emphasis is placed on the concept of constrained equilibrium, the mathematical structure of classical thermodynamics, and on free energy-composition diagrams that underpin binary phase diagrams. Computational thermodynamics is also covered, and thermodynamics software is used throughout the course. The course also emphasizes the uses of thermodynamics is materials selection and process design, and the importance of materials data. Engineering"
Mechanics: Momentum and Energy,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/mechanics-momentum-and-energy,Learn about momentum and energy in this calculus-based physics course.,"This course is the second of a series of four modules that cover calculus-based mechanics. You will learn about the concepts of momentum, impulse, energy, and work, as well as the powerful idea of conservation laws. You will apply these concepts to solve interesting mechanics problems such as collisions and rockets. The modulesare based on material in MIT's Physics I, which is required for all MIT undergraduates, and is being offered as an XSeries on edX. Please visit the Beginner Mechanics XSeries Program Page to learn more and to enroll in all four modules.To understand the material in this course you should have taken Mechanics: Kinematics and Dynamics.The course image is a fire truck on top of the MIT dome. Image taken by Sarahjane10784 https://en.wikipedia.org/wiki/File:MIT_firetruck_hack_2006.JPG Physics"
Co-Creating Sustainable Cities,Delft University of Technology-Wageningen University & Research-Delft University & Wageningen University,Advanced,https://www.edx.org/course/co-creating-sustainable-cities,Learn how citizen’s co-creation is key in making cities worldwide more sustainable,"Around the world, major challenges of our time such as population growth and climate change are being addressed in cities. Here, citizens play an important role amidst governments, companies, NGOs and researchers in creating social, technological and political innovations for achieving sustainability.Citizens can be co-creators of sustainable cities when they engage in city politics or in the design of the urban environment and its technologies and infrastructure. In addition, citizens influence and are influenced by the technologies and systems that they use every day. Sustainability is thus a result of the interplay between technology, policy and people’s daily lives. Understanding this interplay is essential for creating sustainable cities. In this MOOC, we zoom in on Amsterdam, Beijing, Ho Chi Minh City, Nairobi, Kampala and Suzhou as living labs for exploring the dynamics of co-creation for sustainable cities worldwide. We will address topics such as participative democracy and legitimacy, ICTs and big data, infrastructure and technology, and SMART technologies in daily life.This global scope will be used to illustrate why specific forms of co-creation are preferred in specific urban contexts. Moreover, we will investigate and compare these cities on three themes that have a vast effect on city life:This MOOC will teach you about the dynamics of co-creation and the key principles of citizens interacting with service providing companies, technology and infrastructure developers, policy makers and researchers. You will gain an understanding of major types of co-creation and their interdependency with their socio-technical and political contexts. You will become equipped to indicate how you can use co-creation to develop innovative technologies, policy arrangements or social practices for a sustainable city in your own community. You will demonstrate this by developing an action plan, research proposal or project idea.Basic knowledge of sustainability in urban settings, urban environmental technology and urban management is assumed. Social Sciences"
Introduction to Animal Ethics,Kyoto University,Beginner,https://www.edx.org/course/introduction-to-animal-ethics,"Learn about what ethical issues arise in human-animal relationships, and how to think about such issues systematically. The course utilizes Manga as a study aid.","Why do many of us who eat pigs condemn those who eat dogs? Is there any difference between lab mice and companion hamsters that justify the use of the former for drug tests? Our attitude toward animals is full of seeming inconsistencies and unexplained conventions. Animal ethics is the field that tries to make sense of human-animal relationships using insights from philosophical ethics, and this course is an introduction to the field. This course has several distinctive characteristics from other animal ethics education materials. First, this course uses situations of animals in Japan as illustrative cases, which makes this course as a means to learn something about Japanese culture. Second, it also uses Manga to think about actual situations. By listeningto the lectures and thinking through the issues presented, you will acquire the ability to think more clearly and systematically about human-animal relationships. Topics include:  Philosophy & Ethics"
Teamwork & Collaboration,Rochester Institute of Technology,Beginner,https://www.edx.org/course/teamwork-collaboration-3,"Learn essential teamwork and collaboration skills to lead, build and motivate teams in the workplace.","In today’s workplace, professionals don’t work alone, and rarely work with just one other person. More often, we are required to work in groups to strategize, design solutions, ideate, motivate, manage, and execute.This course, part of the Leadership Essentials Professional Certificate program, complements business communication skills and expands those competencies to provide a foundation for decision-making, consensus-building, and problem-solving within a group environment.In this course, learners will analyze and evaluate their own experiences of leading and participating in teams, and will relate them to industry examples.Topics in the course also include: Communication"
Grant Writing and Crowdfunding for Public Libraries,The University of Michigan,Beginner,https://www.edx.org/course/grant-writing-and-crowdfunding-for-public-librarie,"Learn how to increase your impact, innovate, and overcome often static funding through various fundraising and grant writing approaches.","This course, part of the Public Library Management Professional Certificate program, explores strategies for developing effective grant proposals and for engaging the community in crowdfunding campaigns.In this course, you will mock up a crowdfunding campaign and create a grant proposal for a local or state-level funding source. Humanities"
Leading Ambitious Teaching and Learning,The University of Michigan-Microsoft Education,Advanced,https://www.edx.org/course/leading-ambitious-teaching-and-learning,This course is part of a MicroMasters® Program,"Want to explore ambitious teaching and how collaboration between students and teachers can lead to deeper learning and the development of 21st-century skills?This course is developed in partnership with Microsoft as part of the Microsoft K-12 Education Leadership initiative, which aims to help K-12 school leaders drive the pursuit of ambitious instruction in classrooms.Beyond the straightforward transfer of facts and skills, ambitious instruction has teachers and students making meaning of rich academic content, engaging authentic practical and intellectual puzzles, and creating new knowledge and capabilities in themselves and others. Globally, ambitious instruction sits at the very center of policy-driven educational improvement efforts, with schools and systems pressed to engage students in ""deeper learning"" and the development of ""21st-century skills.""This course is both for individual leaders and for teams of leaders from a school, district/region, or system who aim to improve educational opportunities and outcomes for students, especially those historically underserved by public schools. For these teams, the course will function as a platform both for initiating their joint practice and for collaborating on issues that arise in their joint practice.Students will explore:This course is part of the Leading Educational Innovation and Improvement MicroMasters Program offered by MichiganX. Education & Teacher Training"
Financing Innovative Ventures,"The University of Maryland, College Park-University System of Maryland",Beginner,https://www.edx.org/course/financing-innovative-ventures,Demystify key financial concepts for creating a financial plan for your new venture to raise the right funding from the right partners at the right time,"This course will demystify key financial concepts to give aspiring and active entrepreneurs and innovators a guide for understanding their financials and securing funding. Assuming that our learners have no prior knowledge in accounting, economics, or finance, we will work from the ground up to:● Examine the many financing options available to get your new venture funded● Learn the basics of finance, valuations, dilution, and non-dilutive funding source● Understand capital structure for new ventures, term sheets and how to negotiate them, and the differences between early-stage versus later-stage financing● Develop an understanding of how to develop winning investor pitches, who and when to pitch, how to avoid common mistakes that limit the effectiveness of the pitch, and how to ‘get to the close.Key questions answered within the course include:● If and when to raise outside capital?● What kind of investors invest by stage and where to find them?● What are your fundraising options?● What are the key components of the term sheet?● How to perform company valuations?● How to pitch to investors?● What techniques help the entrepreneur ‘get to the close’? Business & Management"
"A-level Mathematics for Year 13 - Course 2: General Motion, Moments and Equilibrium, The Normal Distribution, Vectors, Differentiation Methods, Integration Methods and Differential Equations",Imperial College London,Intermediate,https://www.edx.org/course/a-level-mathematics-for-year-13-course-2,"Develop your thinking skills, fluency and confidence to aim for an A* in A-level maths and prepare for undergraduate STEM degrees.","This course by Imperial College London is designed to help you develop the skills you need to succeed in your A-level maths exams.You will investigate key topic areas to gain a deeper understanding of the skills and techniques that you can apply throughout your A-level study. These skills include:Over seven modules, covering general motion in a straight line and two dimensions, projectile motion, a model for friction, moments, equilibrium of rigid bodies, vectors, differentiation methods, integration methods and differential equations, your initial skillset will be extended to give a clear understanding of how background knowledge underpins the A -level course.You’ll also be encouraged to consider how what you know fits into the wider mathematical world.By the end of this course, you'll be able to:  Math"
Theories of Media and Technology,New York University,Beginner,https://www.edx.org/course/theories-of-media-and-technology,"Learn to apply media theory and practical, conceptual frameworks to design and digital media projects","Students in this course will build critical, applicable knowledge and understanding of the pervasive impact of media and technology on culture. You will learn influential concepts of media and technology, and be able to apply these ideas to contemporary trends, issues, and your own practice of art and design. Whether you are a graphic designer, UX/UI designer, web designer, or accessibility designer, this course will help you connect your work immediately to a deep, evolving framework of ideas and questions that enrich our understanding of how people consume, create, and use media, how human and non-human objects are related, how games make us think about platforms and software, and how we currently view traditional media such as sound, pictures and video. Art & Culture"
"Batteries, Fuel Cells, and their Role in Modern Society",Ural Federal University,Beginner,https://www.edx.org/course/batteries-fuel-cells-and-their-role-in-modern-so-2,This course is an introduction to batteries and fuel cells - the cornerstones of electromobility and renewable energy.,"In today's world, we see game-changing movements in transportation and energy markets. A better understanding of the processes involved can help you to find your own role in these incipient shifts and take advantage of monumental changes down the road. This course is an elementary introduction to batteries and fuel cell, the cornerstone of electromobility and renewable energy, the main drivers of sustainable development. Learning the lessons of history, understanding the main driving forces, and gaining the basic knowledge of the key technologies will build your basic all-around comprehension of the subject. This course aims tobridgescience and society. For students focused on science, it will help illustrate the demands of society and industry. For learners from industry, business, or from generalist backgrounds, it will be the lucid introduction to the subject. The short course will not make you an expert in batteries, fuels cells, and electric vehicles, but will help you incommunicating with scientists and engineers and make your further education (or self-education) more productive. The main focus of the course is on batteries - namely, lithium-ion batteries - and electric vehicles as the key market. Science"
Communication Skills for Dialoguing Across Difference,Catalyst,Beginner,https://www.edx.org/course/communication-skills-for-dialoguing-across-difference,Develop practical communication skills to mend divides and build a more tolerant and inclusive world.,"Now more than ever, you are going to school, working, and living in communities with people who think, look, and have beliefs different from your own. This 45-minute course will give you the skills to bridge those divides and find common ground.In this skills-based course, we will explore practical strategies and techniques to apply in your daily life. You will learn about the difference between dialogue, discussion, and debate; micro-affirmations; and how to be an ally.If you are seeking to develop and practice these skills and apply them to build a more inclusive world, this course is for you. The course is also mobile-friendly. Communication"
Social Media: How Media Got Social,Curtin University,Beginner,https://www.edx.org/course/social-media-how-media-got-social,"Discover where social media came from, how it became integral to our everyday lives, and how that has changed the way we communicate.","Social media and online communication dominate our daily lives in an unprecedented manner. Wireless connectivity, mobile devices and wearable technologies mean that social media is always on, always part of everyday life for billions of people across the world. While the term 'social media' is barely a decade old, the story of how people started using the internet in a social manner is a much longer and more interesting one. This course willincrease learners' understanding of social media by looking at the ways networked connectivity let users become 'social', how this was amplified with the emergence of the web, and how social media became the default mode of the mobile web we use today.By completing this course, you should be able to:  Communication"
"Portfolio Management, Governance, & the PMO",University of Washington,Beginner,https://www.edx.org/course/portfolio-management-governance-the-pmo,"Learn how a Project Management Office (PMO) works, discover techniques to monitor and control projects and find out how to keep your project portfolio healthy.","What is a PMO, and how does it work?This course focuses on the Project Management Office (PMO) and the governance techniques used to monitor and control the delivery of projects and programs.You’ll learn all about Portfolio management and the different kinds of PMOs in use today. You’ll also explore various approaches for building, maintaining and closing a PMO, as well as monitoring techniques to ensure that projects are completed successfully.By the end of this course you will be able to: Business & Management"
edX101: Overview of Creating an edX Course,edX,Beginner,https://www.edx.org/course/edx101-overview-of-creating-an-edx-course,A quick course designed to help you explore all of the different steps that go into planning and building an edX course. Perfect for instructors or institutional leadership interested in building a MOOC on edX.,"This course is designed to show faculty, instructors and organizational leadership how to create a course on edX. The course will cover the strategy behind getting the word out about a course, creating course content that is interactive, engaging, and accessible, and delivering a finished course. Education & Teacher Training"
Data Analysis for Decision Making,"The University of Maryland, College Park-University System of Maryland",Advanced,https://www.edx.org/course/data-analysis-for-decision-making,"Use data analysis to gather critical business insights, identify market trends before your competitors, and gain advantages for your business.","In our information age, companies have access to unprecedented amounts information on customers--their behaviors, interests, and buying habits--and the markets in which they operate. Being able to analyze that data has become a critical skill for decision makers at every level of an organization. Today’s firms use data to detect market movement before it becomes a fully-fledged trend, helping them to stay ahead of the curve, tailor products and services to specific customer segments, determine when and when to enter markets, and differentiate themselves from competitors. In this course, you will learn how to unlock the value of data to create and grow an organization. You will gain the analytical tools necessary to confidently describe the current state of areas critical to your business, predict the likelihood of an event occurring, compare two or more approaches to a business challenge, and determine if a phenomenon you are seeing is coincidence or a genuine insight. By the end of this course, you know how to make data-driven decisions to find advantages and stay competitive. Business & Management"
UML Class Diagrams for Software Engineering,KU Leuven University,Beginner,https://www.edx.org/course/uml-class-diagrams-for-software-engineering,Learn how unified modeling language (UML) class diagrams are created and used to visualize and conceptualize the design of a system.,"Have you ever wondered how software architects, requirements engineers and business analysts sketch and draw out their plans for a software system?In this computer science course, you will gain an in-depth understanding of Unified Modeling Language (UML) class diagrams, which are used to visually represent the conceptual design of a system. You will learn about UML class diagrams and how they are used to map out the structure of a business domain by showing business objects, their attributes, and associations.Taught by an instructor with decades of experience in requirements engineering and domain modelling, this course will equip you with the skill of in-depth understanding of a UML class diagram and will enable you to judge the functional fit of a UML class diagram as blueprint for the development of an enterprise information system.The Unified Modeling Language (UML) has become an in-demand skill in software development and engineering. In fact, some of today’s top jobs, i.e. business analysts, enterprise architects, but also developers, technical consultants and solutions architects, require UML knowledge. Enroll today and gain knowledge in an in-demand skill that will help set you apart from the competition. Computer Science"
Driving Digital Innovation through Experimentation,Boston University,Advanced,https://www.edx.org/course/driving-digital-innovation-through-experimentation,"Learn how to apply principles of experimentation at the technical, organizational and strategic levels of your business to drive digital innovation.","Experimentation is a key capability for any business to develop and master. Learn how to leverage data to build knowledge and apply this knowledge to improve business outcomes and create strategic advantages. This course is part of both the Digital Product Management and Digital Leadership MicroMasters programs. In it, you will learn to develop iterative business experiments using agile methods. This capability is central to digital businesses as it allows them to sustain competitive advantage through both incremental improvements as well as significant, disruptive innovations when opportunities and conditions warrant them. This course focuses on experimentation across the three layers of a digital business: (1) the capacity of the technical infrastructure to provide an iterative and operational process that uses experiments to gather data and develop knowledge (2) the ability to use agile methods and manage the knowledge interfaces among experts at the organizational layer to derive insight from data to create knowledge and ultimately drive improvements in products and processes. (3) the capability to use the technical and organizational infrastructures to drive experimentation at scale in order to deliver digital transformation.You will learn how to:  Computer Science"
Compilation Basics for Macroeconomic Statistics,The International Monetary Fund,Beginner,https://www.edx.org/course/compilation-basics-for-macroeconomic-statistics,"Better data leads to better policies.For policymakers to make sound policy decisions, they need a core set of macroeconomic and financial statistics. Learn the essential background concepts and basic tools needed to compile data using the best available methods.","Thiscoursereviews the basic skills, concepts, and principles required to compile and disseminate macroeconomic and financial statistics. The course covers topics such as residence, institutional units, institutional sectors, accounting rules, financial instruments, stocks and flows, the IMF's Data Standards Initiatives, and presents the basic macroeconomic linkages among these statistics. Compilation Basics for Macroeconomic Statistics (CBMSx) is offered by the IMF with financial support from the Government of Japan. Data Analysis & Statistics"
From Fossil Resources to Biomass: A Chemistry Perspective,Wageningen University & Research,Advanced,https://www.edx.org/course/from-fossil-resources-to-biomass-a-chemistry-persp,"Explore how to create a sustainable future by moving away from dependence on fossil resources to biomass resources for the production of food, chemicals and energy-carriers. Discover how to use microorganisms and catalysts to create biobased products.","Join this course if you want to learn how to create a sustainable future by moving away from dependence on fossil resources to biomass resources for the production of food, chemicals and energy-carriers. You will learn what biomass is, how to produce biomass renewable energy- and biomass fuel and how to make biobased products.The course will give you a solid understanding of how chemistry works in a biobased economy and in the production of biomass renewable products. Your valuable knowledge will help your company drive into sustainability and actually make the transition to use biomass resources to produce biobased products.You will learn about the products that can be derived from biomass and the processes used to do so.
We will explore catalytic conversion of biomass by discussing types of catalysts, special challenges for catalysis when converting biomass into biomass energy and the interplay of catalysis and up/down stream processes. Then we dive into biorefinery. Biorefinery deals with the challenge of extracting valuable biomass components and converting them to final products. To achieve this you first need knowledge of the different types of biomass, the molecules present and their chemical characteristics. Biorefinery is all about efficient processing. Aspects of processing include the harvesting, pre-treatments, conversion and separation technologies.Join the MicroMasters programmeThis MOOC is part of two MicroMasters programmes, Economics and Policies for a Circular Bio-Economy and Business and Operations for a Circular Bio-Economy.The Business and Operations for a Circular Bio-Economy MicroMasters will provide you with the knowledge and tools to analyse the business and operations side of the switch to biobased products.The MicroMasters Economics and Policies for a Circular Bio-Economy covers the economic and policy side of converting biological resources into biobased products. You will able to contribute substantially to managerial decision-making as well as policy development. Both programmes consist of 3 courses and a final project; the capstone.Explore the other courses in the MicroMasters programmes: Energy & Earth Sciences"
System Dynamics for Health Sciences,Wits University,Intermediate,https://www.edx.org/course/system-dynamics-for-health-sciences,Learn to use system dynamics to better understand complex medical issues and interventions.,"Effective and meaningful engagement with complex modern medical systems requires an overarching set of tools.System dynamics is such a tool, allowing health practitioners to model and simulate problems ranging from the molecular level to the entire healthcare system and beyond. This Beginner course will teach you the fundamental principles of system dynamics as you learn how to use system dynamics software to explore problems relevant to your field of health. Whether you work in molecular biology, clinical medicine, health policy, or any other health-related field, this course will equip you to investigate the effects of time delays, feedback and system structure. You will learn how to interpret the causes of typical system behaviors such as growth, decay and oscillation in terms of the underlying system properties, and to rapidly develop computer-based models and run simulations to gain insight into the problems in your domain.This course will empower you with a deeper understanding and an enhanced capacity to achieve useful interventions in healthcare. Medicine"
Introduction to Psychological Research Methods,The University of Queensland,Beginner,https://www.edx.org/course/introduction-to-psychological-research-methods,"Learn how to plan, conduct and analyze psychological research and effectively communicate the results.","Do we really only use 10% of our brain? How can we answer questions like this? We shouldn't just rely on our intuition, because unfortunately that can sometimes give us the incorrect answer.In this psychology course, learn how psychological research is conducted, how to analyze the findings and results and effectively write a research report.An understanding of psychological research methods allows us to test questions systematically and report the findings of our research so that others can critically evaluate the validity of our conclusions. Humanities"
Sustainable Packaging in a Circular Economy,Delft University of Technology,Intermediate,https://www.edx.org/course/sustainable-packaging-in-a-circular-economy,Learn how to apply the principles of the circular economy to sustainable packaging systems.,"It has become almost impossible to imagine what our lives would be like without the many benefits of packaging - just think about the different packaging and single-use items you use on a daily basis. Yet as our global population grows in size and affluence, both our collective demand for packaging materials and the waste we generate as a result will increasedramatically. Currently, large amounts of packaging waste escape formal collection and recycling systems and eventually end up polluting the environment. Moreover, their material value is forever lost to the economy. The Ellen MacArthur Foundation estimates that uncollected plastic packaging waste alone is worth somewhere between 80 to 120 billion dollars a year. So how can we improve packaging systems in order to capture this wasted potential? Clearly, the way we currently design, recover, and reuse packaging urgently needs a rethink! In this course, you will learn about the design of sustainable packaging systems. To do so we will explore the design and business strategies of the circular economy. Contrary to our current industrial model, which extracts, uses and ultimately disposes of resources, a circular economy is regenerative by design. This means that products and services are reimagined from a systems perspective in order to minimize waste, maximize positive economic, environmental and social impacts, and keep resources locked in a cycle of restoration. This course is for you if you are interested in learning about sustainable packaging design. You'll also benefit if you are a professional in the packaging industry and want to learn how to find circular opportunities in your work. Students - particularly in design -will be able to broadentheir knowledge of circular design and business strategies. Design"
Design in Healthcare: Using Patient Journey Mapping,Delft University of Technology,Beginner,https://www.edx.org/course/design-in-healthcare-using-patient-journey-mapping,Learn about the Patient Journey Mapping method for innovative product and service design in healthcare.,"In this course you will learn about the different experiences patients go through in a medical context. The patient journey explores the interaction between the patient and the healthcare providers in all stages of the disease; coping with treatment and dealing with expectations, and interaction with and between different stakeholders. This course will give designers and specialists in healthcare the knowledge, insights and tools to be able to analyze and improve patient experience. You will learn how to map complex healthcare scenarios, pinpoint opportunities and create hands-on solutions aimed at improving the patient experience. This course is an introduction to patient journey mapping; developed at the Delft University of Technology and applied in improvement of care pathway. Step-by-step, the course visualizes the different stakeholders, phases and actions involved in patient treatment. You will be challenged to pursue new insights and given a unique opportunity to learn about four trending healthcare issues each presented by a partnering institution. Furthermore, you will learn about healthcare trends from a team of experts in specific technological domains. Ranging from personalized care to advance manufacturing for healthcare. These sessions will provide you with technological background that will be useful when developing your design concepts. No previous knowledge about health care innovation, design or journey mapping is necessary. Design"
"Electronic, Optical, and Magnetic Properties of Materials",Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/electronic-optical-and-magnetic-properties-of-mate,This course is part of a XSeries Program," This course from MIT’s Department of Materials Science and Engineering introduces the fundamental principles of quantum mechanics, solid state physics, and electricity and magnetism. We use these principles to describe the origins of the electronic, optical, and magnetic properties of materials, and we discuss how these properties can be engineered to suit particular applications, including diodes, optical fibers, LEDs, and solar cells.In this course, you will find out how the speed of sound is connected to the electronic band gap, what the difference is between a metal and a semiconductor, and how many magnetic domains fit in a nanoparticle. You will explore a wide range of topics in the domains of materials engineering, quantum mechanics, solid state physics that are essential for any engineer or scientist who wants to gain a fuller understanding of the principles underlying modern electronics. Engineering"
Risk Management for Projects,University of Adelaide,Beginner,https://www.edx.org/course/risk-management-for-projects,Learn how to manage risk in your organization by using the best processes and procedures.,"Risk management is a process used for the identification, assessment and analysis of potential risks to an organization or project. This process enables you to develop the most appropriate risk response.In the Risk Management for Projects course, you will learn the fundamentals of risk management, as well as how to apply a risk management process in a project-based setting. Risk management is an iterative process and you will learn how adopting key procedures can help you maximize opportunities and minimize negative impact on your project objectives.In this course, you will further upskill through the application of the risk management canvas, which is a framework that enables you to manage risk within your own environment. It will immerse you in the concepts of risk management and help you to apply the key processes.Practical activities through the course will allow you to apply the knowledge you learn as each week focuses on a key stage of the risk management process. The theories and practices taught in the course can easily be applied to any project, organization or business environment.Risk Management for Projects is brought to you by the same team that developed the highly successful Introduction to Project Management MOOC, and builds on risk management for projects introduced in that course.Participating in this course will ensure that you gain the know-how to reduce your project and organizational risk in the future. Business & Management"
Smithsonian’s Objects That Define America,The Smithsonian Institution,Beginner,https://www.edx.org/course/smithsonians-objects-that-define-america,"Explore the history of America through the view of key historic objects, inventions, and exhibits in the Smithsonian collections.","This course, produced with The Great Courses, will look at four key themes in the History of America as presented by Dr. Richard Kurin, Undersecretary for History, Art and Culture at the Smithsonian.In this course you will gain a unique perspective on American history and culture by learning the stories behind objects that were, and continue to be, an essential part of U.S. history. Most importantly, you will reflect on what objects have personal meaning to you, and the role that symbolic objects play in your own histories.This course is adapted from the video lecture series produced by Smithsonian and The Great Courses, Experiencing America: A Smithsonian Tour Through History. Humanities"
Creating Modern China: The Republican Period to the Present,Harvard University,Beginner,https://www.edx.org/course/creating-modern-china-the-republican-period-to-the,Explore the birth of modern China with a focus on the time between the fall of the Qing and the end of World War II.,"What does it mean to be modern? What constitutes modern politics, modern institutions, a modern military, and modern infrastructure? In this period of great excitement and experimentation, the country is asking itself: How do you become modern and remain true to the Chinese national identity? This course will explore enduring issues around Chinese modernity, with a focus on the creation of the modern Chinese state during the Republican era. You’ll learn about China’s war against Japan, about long-term patterns in U.S.-China relations, and about the role of individual leaders against the backdrop of historical circumstance. Ultimately, you’ll learn different ways to study and understand history. We explore this period thematically rather than chronologically, providing you with a better understanding of how political context influences the interpretation of history. History"
Discover Political Science,Université catholique de Louvain,Intermediate,https://www.edx.org/course/discover-political-science-2,Understand current political stakesas you learn about important concepts and how to analyze politics with a critical point of view.,"Politics impact all of us. Everyday, political decisions impact many areas of our lives. In the 21st century, multiple paradoxes blur our vision of these decisions. The course aims at understanding and explaining political phenomena from a critical standpoint. The course material and exercises are in English but please note that the videos are in French with English subtitles.At the end of the course, you will be able to:  Social Sciences"
Data Science: Inferential Thinking through Simulations,"University of California, Berkeley",Beginner,https://www.edx.org/course/foundations-of-data-science-inferential-thinking-b,"Learn how to test hypotheses, draw inferences, and make robust conclusions based on data.","Using real-world examples from a wide range of domains including law, medicine, and football, you’ll learn how data scientists make conclusions about unknowns based on the data available.Often, the data we have are not complete, yet we’d still like to draw inferences about the world and quantify the uncertainty in our conclusions. This is called statistical inference. In this course, you will learn the framework for statistical inference and apply them to real-world data sets.Notably, you will learn how to conduct hypothesis testing—comparing theoretical predictions to actual data, and choosing whether to accept those predictions. You will utilize the power of computation to conduct simulations by which you can evaluate theories or hypotheses about how the world works. This course will teach you the power of statistical inference: given a random sample, how do we predict some quantity that we cannot observe directly?You will also learn how to by quantifying the uncertainty in the conclusions you draw from hypothesis testing. This helps assess whether patterns that appear to be present in the data actually represent a true relationship in the world, or whether they might merely reflect random fluctuations due to chance. Throughout this course, we will go over multiple methods for estimation and hypothesis testing, based on simulations and the bootstrap method. Finally, you will learn about randomized controlled experiments and how to draw conclusions about causality.The course emphasizes the conceptual basis of inference, the logic of the decision-making process, and the sound interpretation of results. Computer Science"
Programming for Data Science,University of Adelaide,Beginner,https://www.edx.org/course/programming-for-data-science,"Learn how to apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.","There is a rising demand for people with the skills to work with Big Data sets and this course can start you on your journey through our Big Data MicroMasters program towards a recognised credential in this highly competitive area.Using practical activities and our innovative ProcessingJS Workspace application you will learn how digital technologies work and will develop your coding skills through engaging and collaborative assignments.You will learn algorithm design as well as fundamental programming concepts such as data selection, iteration and functional decomposition, data abstraction and organisation. In addition to this you will learn how to perform simple data visualisations using ProcessingJS and embed your learning using problem-based assignments.This course will test your knowledge and skills in solving small-scale data science problems working with real-world datasets and develop your understanding of big data in the world around you. Computer Science"
Public Sector Debt Statistics,The International Monetary Fund,Intermediate,https://www.edx.org/course/public-sector-debt-statistics,"The course examines coverage and accounting rules for public sector debt, valuation, classification, important methodological issues, and the sources and methods used for compiling the statistics.","This course, presented by IMF Statistics Department, covers the fundamentals needed to compile and disseminate comprehensive public sector debt statistics (PSDS) that are useful for policy- and decision-makers, as well as other users. The course introduces the conceptual statistical framework for PSDS—as presented in the Public Sector Debt Statistics: Guide for Compilers and Users—in the context of the government finance statistics (GFS) framework, which is harmonized with other macroeconomic statistical frameworks. Basic concepts, definitions, and classifications are covered, along with the principal accounting rules (including valuation and consolidation) that are relevant for PSDS compilation. The course discusses the recommended the instrument and institutional coverage for compiling comprehensive, internationally comparable PSDS, and how to record contingent liabilities such as government guarantees. It also deals with the impact on PSDS of some debt-related issues such as debt assumption, debt forgiveness, on-lending, financial leases, and financial bailouts. Important PSDS compilation considerations—including what PSDS to compile and disseminate—and the IMF’s guidelines and standards on disseminating PSDS are also covered. The course also presents possible uses of PSDS, including debt sustainability analyses (DSA), and fiscal risk and vulnerability analyses.Upon completion of the course, participants should be able to:  Economics & Finance"
Sensor Fusion and Non-linear Filtering for Automotive Systems,Chalmers University of Technology,Advanced,https://www.edx.org/course/sensor-fusion-and-non-linear-filtering-for-automot,Learn fundamental algorithms for sensor fusion and non-linear filtering with application to automotive perception systems.,"In this course, we will introduce you to the fundamentals of sensor fusion for automotive systems. Key concepts involve Bayesian statistics and how to recursively estimate parameters of interest using a range of different sensors. The course is designed for students who seek to gain a solid understanding of Bayesian statistics and how to use it to fuse information from different sensors. We emphasize object positioning problems, but the studied techniques are applicable much more generally. The course contains a series of videos, quizzes and hand-on assignments where you get to implement many of the key techniques and build your own sensor fusion toolbox. The course is self-contained, but we highly recommend that you also take the course ChM015x: Multi-target Tracking for Automotive Systems. Together, these courses give you an excellent foundation to tackle advanced problems related to perceiving the traffic situation around an autonomous vehicle using observations from a variety of different sensors, such as, radar, lidar and camera. Engineering"
First Nights - Berlioz’s Symphonie Fantastique and Program Music in the 19th Century,Harvard University,Beginner,https://www.edx.org/course/first-nights-berliozs-symphonie-fantastique-and-pr,"Learn about Hector Berlioz's Symphonie Fantastique, an iconic Romantic symphony that ushered in an era of narrative ""program music.""","Six years after the premiere of Beethoven's monumental Ninth Symphony, composer Hector Berlioz sought to make use of the symphonic genre, but on his own terms. Indeed, he wrote not only a five-movement symphony, but also a narrative program to accompany and explain the symphony.This music course introduces students to the music and programmatic elements of Berlioz's Symphonie Fantastique , illuminating a new direction for nineteenth-century music. The course's grand finale is a live performance of the entire symphony by the Harvard Radcliffe Orchestra.Harvard's Thomas Forrest Kelly (Morton B. Knafel Professor of Music) guides learners through Berlioz's Symphony Fantastique,, highlighting Berlioz's compostional process, his innovative orchestration, and the reception of his controversial piece of narrative instrumental music.You will learn the basics of Romantic musical style, Berlioz's creative expansion of the standard orchestra, and the debates surrounding the idea of purely musical narrative in the 19th century. Additional First Nights Modules:Monteverdi's L'Orfeo and the Birth of OperaHandel's Messiah and Baroque OratorioBeethoven's ""Ninth Symphony""Berlioz's Symphonie Fantastique and Program Music in the 19th CenturyIgor Stravinsky's The Rite of Spring: Modernism, Ballet, and Riots Humanities"
The Quantum Internet and Quantum Computers: How Will They Change the World?,Delft University of Technology,Beginner,https://www.edx.org/course/the-quantum-internet-and-quantum-computers-how-w-2,Discover quantum computers and the quantum internet. Learn the principles and promises behind these developments and how they will impact our future.,"There is no doubt that quantum computers and the quantum internet will have a great impact on our world. But we don’t yet know quite how. As with traditional computers - we will only see the effects in the decades to come.This course will provide you with a basic understanding of quantum computing and the quantum internet. Together, we’ll peek into the fascinating world of quantum phenomena, such as qubits, superposition, and entanglement.We’ll envision the potential impact of quantum computing and the quantum internet.You’ll explore various application areas, such as quantum chemistry, quantum machine learning, encryption and secure communication, factorization, and blind quantum computation.The course is aimed at a broad and diverse audience including policy-makers, people with a scientific or personal interest, business executives, and students at all levels. We invite you on a journey beyond what is known to us now, and to envision a world with quantum technologies.This journey continues with our program Quantum 101: Quantum Computing and Quantum Internet, where we expand from an understanding of the building blocks of quantum computers to look at further applications and possibilities.This course is authored by experts from the QuTech research center at Delft University of Technology. In the center scientists and engineers work together to enhance research and development in quantum technology. QuTech Academy’s aim is to inspire, share and disseminate knowledge about the latest developments in quantum technology. Science"
Research Methods: An Engineering Approach,Wits University,Beginner,https://www.edx.org/course/research-methods-an-engineering-approach,Learn how to successfully design your research and understand the underlying principles of postgraduate research from an engineering perspective.,"A PhD or master’s level research project is an enormous undertaking, and you might find yourself a bit uncertain about the process or how to achieve the desired outcome. In this research course, you will learn the underlying principles that are needed to conduct research from an engineering perspective.This course is designed for engineering students conducting postgraduate research work on engineering projects. The objective of the course is to translate current research methods, which are mostly from a social science perspective, into something more relatable and understandable to engineers. Our hope for this course is to go beyond the concepts to understand the actual reasons for doing research in a certain way. While engineers are the main target audience, non-engineers will find this information useful as well.The methods taught in this course will equip you with the knowledge needed to design, plan and construct your own research process.What constitutes good research: Engineering"
Rise to Leadership: Become a CEO,Babson College,Intermediate,https://www.edx.org/course/rise-to-leadership-become-a-ceo,Do you have what it takes to be a CEO? This courseexplores the key competencies that make the best CEOs effective leaders.,"If you’re ambitious, it’s natural to aspire to be the leader ofan organization. A lot of people in business want to be a CEO; to lead and shape an organization. Many, however, quickly discover that ambition alone is not enough to achieve this goal. Some ascend to theC-suite or leave to start their own venture, only to discover that leading a business - evenone's own - requires not just determination but a number of unanticipated skills. If you’ve pictured yourself in the corner office, want to report directly to a CEO, or have the goal of consulting with or advising a CEO, this course will benefit you. The course exploressix competencies of a successful CEO: An initial objective assessment of strengths and weaknesses will help you decide if you’re a “natural” CEO, if you can become a CEO by improving existing skills, or if you should pursue other options. The skills learned in this course will also benefit individual contributors and those who manage people and teams. It offers a greater understanding of how a CEO thinks and acts - insights that can help anyone be more effective ina job. This course will give you insight into how CEOs view strategic challenges, formulate solutions, and take action - and expose the path from individual contributor to the top job. Through case studies, group challenges, and feedback from current CEOs, you’ll explore six key skills that make an effective CEO, and form the foundation of their strategic work. Business & Management"
Building a Cybersecurity Toolkit,University of Washington,Beginner,https://www.edx.org/course/building-a-cybersecurity-toolkit,Develop a set of skills and characteristics that expand beyond technical proficiency to become a successful cybersecurity professional.,"Technologies are always being defeated.If you own an information asset that’s valuable enough to the right adversary, it’s only a matter of time before there’s a breach. Today’s technologies attempt to keep adversaries out, but the sad fact is they will inevitably be defeated. This means a successful cybersecurity professional needs to have an expanded arsenal in their toolkit that extends far beyond technical proficiency.Cybersecurity professionals need to be agile, multifunctional, flexible, and dynamic given how quickly things can change. They need to be able to adapt to change and problem solve quickly, have diverse knowledge to perform many activities, respond to new threats and shift priorities to meet the challenge of the day.The purpose of this course is to give learners insight into these type of characteristics and skills needed for cybersecurity jobs and to provide a realistic outlook on what they really need to add to their “toolkits” – a set of skills that is constantly evolving, not all technical, but fundamentally rooted in problem-solving.Students will learn from thought leaders from both the academic and practitioner communities.By the end of this course, you will be able to: Computer Science"
Marketing your Android apps,Universidad Galileo,Intermediate,https://www.edx.org/course/marketing-your-android-apps,"Creating and designing marketing activities to promote, monetize and increase the number of your app users.","Almost anyone who is developing Android Applications thinks about the possibility of selling it for profit. The App developing industry is booming and there is plenty of room for people to get in on the action. However, even though it sounds straight-forward, selling Apps is actually quite difficult.Probably the most obvious way to get started is selling access to it, but it isn’t the only way to do it. In this course you will find several ways that can prove to be extremely profitable.Learn how to promote and monetize your apps. This course presents the best practices of advertising, monetizing and publishing your app. It also covers an introduction to business models that will help you make money from an app using Google AdMob, and Google’s mobile advertising platform specifically designed for mobile apps. Engineering"
Embedded Systems Essentials with Arm: Getting Started,Arm Education,Intermediate,https://www.edx.org/course/embedded-systems-essentials-with-arm-getting-started,Get practical without hardware. Quickly prototype and build microcontroller projects using industry-standard APIs.,"Embedded systems are everywhere – and Arm-based technologies are the industry standard. Getting started could not be easier. This course includes free access to an Mbed simulator so you can apply your new knowledge and skills to prototype and build real-world embedded applications quickly, without the trouble or expense of sourcing hardware. From the mobile, wearable, and smart devices of today to the transformative Artificial Intelligence (AI) and 5G powered Internet of Things (IoT) of the near future, embedded systems are the fundamental building blocks of our connected world. As we move from billions to trillions of intelligent, connected devices, it’s crucial that the next generation of engineers have a thorough understanding of how to rapidly build and deploy a modern embedded system solution.In this course, you will learn the fundamentals of an embedded system and discover why the Arm architecture and processors are particularly well suited for IoT applications.Our interactive labs have been designed to cover the technical fundamentals, developing in-demand skills essential for any aspiring embedded systems engineer.You will begin by learning the characteristics of an embedded system, its components, benefits, and constraints, identify cost-performance trade-offs, and explore why the Arm architecture and processors are particularly well suited for the IoT.You will then apply your new knowledge of digital and analog I/O, interrupts, low power features, timer and pulse width modulation to program an audio wave generator and audio player, and control peripherals along the way. All of this will be supported by the Mbed API – so no additional hardware is required, you can download and use the simulator right on your own computer. Over the six modules, you will gain a key overview of:The possibilities for future IoT development and connection are enormous. In order to achieve this vision of the future, many engineers and developers will be needed to imagine and design these connected devices and the technologies they are built on.The world of embedded systems is your doorway into the IoT, and all the opportunities it has to offer. Computer Science"
Life with Diabetes,Curtin University,Beginner,https://www.edx.org/course/life-with-diabetes,"Learn how to confidently manage your diabetes and live a healthy, happy life.","This course focuses on providing skills and resources for you and your family to manage life with diabetes.You will learn what diabetes is, the difference between type 1, type 2 and gestational diabetes as well as how they are treated and why management is so important.You will learn about recommended food choices and eating habits for those living with diabetes as well as the best types of exercise to help manage blood glucose levels. Lastly, we will discuss overall strategies for keeping well and managing your condition including sick day management, hypoglycaemia management and travel. Medicine"
Human Reproduction,University of Adelaide,Intermediate,https://www.edx.org/course/human-reproduction,"Let’s talk about all things relating to human reproduction - from puberty to menopause, to fertility and contraception.","Have you ever wondered: Despite being one of the most important processes in nature, human reproduction is still widely misunderstood by many of us. In this foundational course, you will learn about human reproduction by exploring the underlying biology, the most common myths, and the latest medical advances. To help you understand the realities of making babies, having babies, and not having babies, we have pulled together a team of expert instructors that includes world-renowned researchers from the Robinson Research Institute. Join us on a journey of discovery as we answer all those questions that you were too embarrassed to ask, and those questions that you never even knew you had about humanreproduction. Biology & Life Sciences"
Enabling Technologies for Data Science and Analytics: The Internet of Things,Columbia University,Beginner,https://www.edx.org/course/enabling-technologies-for-data-science-and-analyti,Discover the relationship between Big Data and the Internet of Things (IoT).,"The Internet of Things is rapidly growing. It is predicted that more than 25 billion devices will be connected by 2020.In this data science course, you will learn about the major components of the Internet of Things and how data is acquired from sensors. You will also examine ways of analyzing event data, sentiment analysis, facial recognition software and how data generated from devices can be used to make decisions. Computer Science"
Astrophysics: Exploring Exoplanets,Australian National University,Intermediate,https://www.edx.org/course/astrophysics-exploring-exoplanets,Explore the mysteries of exoplanets - planets around other stars – in this Beginner astrophysics course.,"The discovery of exoplanets is one of the greatest revolutions in modern astrophysics. Twenty years ago, we had no idea whether any of the countless stars out there beyond our solar system had planets or not.Today, things are totally different. Over 1,000 planetary systems have been discovered. The universe is teeming with planets. And what strange planets they are - hot Jupiter-like planets skimming the surfaces of their stars, cold and lonely free-floating planets far from any star, planets made of diamond, planets with rain made of glass, super-Earths and even planets orbiting neutron stars. In this course, we’ll bring you up-to-date with the latest research on exoplanets, and how this research has revolutionised our understanding of the formation of solar systems like our own.This course is designed for people who would like to get a deeper understanding of these mysteries than that offered by popular science articles and shows. You will need reasonable high-school level mathematics and physics to get the most out of this course.This is the second of four ANUx courses which together make up the Australian National University's first year astrophysics program. It follows on from the Beginner course on the Greatest Unsolved Mysteries of the Universe, and is followed by courses on the violent universe and on cosmology. These courses compromise the Astrophysics XSeries. Learn more about the XSeries program and register for all the courses in the series today! Physics"
Unconventional Reservoir Geomechanics,Stanford University,Beginner,https://www.edx.org/course/unconventional-reservoir-geomechanics,This course covers the geophysical and engineering concepts needed to understand the recovery of hydrocarbons from extremely low permeability unconventional oil and gas reservoirs.,"The production of hydrocarbons from extremely low permeability unconventional reservoirs through horizontal drilling and multi-stage hydraulic fracturing has transformed the global energy landscape. Although hundreds of thousands of wells have been drilled and completed, recovery factors remain low in both tight oil (2-10%) and shale gas (15-25%) reservoirs. This course, designed for both geoscientists and engineers, covers topics ranging from the physical properties of reservoir rocks at the nanometer- to centimeter-scale to the state of stress on fractures and faults at the basin-scale. The course follows the textbook Unconventional Reservoir Geomechanics by Mark Zoback and Arjun Kohli, available in print or electronic versions.Unconventional Reservoir Geomechanics, Cambridge University Press 2019https://www.cambridge.org/core/books/unconventional-reservoir-geomechanics/39665444034A2EF143D749DF48A5E5DCThe first part of the course covers topics that become progressively broader in scale, starting with laboratory studies of the microstructural, mechanical, and flow properties of reservoir rocks and concluding with field observations of fractures, faults, and the state of stress in unconventional basins. The second part of the course focuses on the process of stimulating production using horizontal drilling and multi-stage hydraulic fracturing. Important engineering concepts will be reviewed, including microseismic monitoring, production and depletion, well-to-well interactions, and hydraulic fracture propagation. The final part of the course addresses the environmental impacts of unconventional oil and gas development, in particular the occurrence and management of induced seismicity.Two units will be released each week on edX. Each unit will be comprised of 3-5 video modules 10-20 minutes in length. Videos can be accessed at any time before the end of the course. Grading will be based entirely on 6 homework assignments. Homeworks are due on edX at the start of each week at 07:00 UTC (00:00 PST). Students who select the verified enrollment option and earn at least 70% on the homeworks will receive a certificate from edX. Energy & Earth Sciences"
Strategic Account Management,Queen’s University,Beginner,https://www.edx.org/course/strategic-account-management,"Learn the sought-after skills required to effectively maintain, retain and grow existing enterprise partnerships and customers.","Strategic Account Management will examine a major challenge of sales teams - how to maintain your customer relationships in a competitive marketplace and how to grow their business with you. In this course you will learn the sales processes, frameworks and skill sets utilized by top sales organizations in managing channel partnerships with retailers and resellers. Further you will learn how to implement a sales strategy to meet customer needs and increase customer satisfaction. You will be challenged to demonstrate your account management skills covering the range from customer service, customer success and to key account management. This course is all about preparing you as a strategic account manager to build newly formed client relationships into long-term accounts to meet long-term goals of both client and the organization.Upon successful completion of this course, the student should be able to:  Business & Management"
PyTorch Basics for Machine Learning,IBM,Beginner,https://www.edx.org/course/pytorch-basics-for-machine-learning,"This course is the first part in a two part course and will teach you the fundamentals of PyTorch. In this course you will implement classic machine learning algorithms, focusing on how PyTorch creates and optimizes models. You will quickly iterate through different aspects of PyTorch giving you strong foundations and all the prerequisites you need before you build deep learning models.","This course is the first part in a two part course and will teach you the fundamentals of Pytorch while providing the necessary prerequisites you need before you build deep learning models.We will start off with PyTorch's tensors in one dimension and two dimensions , you will learn the tensor types an operations, PyTorchs Automatic Differentiation package and integration with Pandas and Numpy. This is followed by an in-depth overview of the dataset object and transformations; this is the first step in building Pipelines in PyTorch.In module two we will learn how to train a linear regression model. You will review the fundamentals of training your model including concepts such as loss, cost and gradient descent. You will learn the fundamentals of PyTorch including how to make a prediction using PyTorch's linear class and custom modules. Then determine loss and cost with PyTorch. Finally you will implement gradient descent via first principles.In module three you will train a linear regression model via PyTorch's build in functionality, developing an understanding of the key components of PyTorch. This will include how to effectively train PyTorch's custom modules using the optimizer object, allowing you an effective way to train any model. We will introduce the data loader allowing you more flexibility when working with massive datasets . You will learn to save your model and training in applications such as cross validation for hyperparameter selection, early stopping and checkpoints.In module three you will learn how to extend your model to multiple input and output dimensions in applications such as multiple linear regression and multiple output linear regression. You will learn the fundamentals of the linear object, including how it interacts with data with different dimensions and number of samples. Finally you will learn how to train these models in PyTorch. In module four you will review linear classifiers, logistic regression and the issue of using different loss functions. You will learn how to implement logistic regression in PyTorch several ways, including using custom modules and using the sequential method. You will test your skills in a final project. Data Analysis & Statistics"
Introduction to Cloud Foundry and Cloud Native Software Architecture,The Linux Foundation,Beginner,https://www.edx.org/course/introduction-to-cloud-foundry-and-cloud-native-sof,A hands-on workshop to learn how to deploy and manage applications on Cloud Foundry. Grow from novice to knowledge-hound in your spare time!,"Does your team use Cloud Foundry to deploy applications? Or would you like to use Cloud Foundry, but haven't had time to learn the lingo? Then this course is just what you need! Cloud Foundry makes it simple for developers to deliver business value more quickly, without wasting time getting their app to the cloud -- it's already there.This course is an introduction to Cloud Foundry, including distributions available to end users, an overview of the platform's components, and what it means to be Cloud Foundry certified. The course also includes technical instructions on how to use the command line interface, how applications are deployed, what services are within the context of the system and basic debugging practices.Finally, the workshop will take you on a tour through what it means to build cloud-native applications architecturally and ideologically. In doing so, we'll review the 12-factor method of composing modern distributed web systems. Computer Science"
Know HBV And HCV,Stanford University,Beginner,https://www.edx.org/course/know-hbv-and-hcv,"Viral hepatitis is among the greatest public health problem in the world with deaths that has surpassed HIV/AIDS by 2014. Most of the deaths are caused by liver cancer or liver cirrhosis among the estimated 350-400 million people living with undiagnosed or untreated chronic hepatitis B or C infection. Eliminating the public health problem of hepatitis is feasible by ending transmission, reducing chronic viral hepatitis complications with screening, care and treatment and by ending disease stigma and discrimination. Achieving this goal will require healthcare workers who are knowledgeable and proficient in hepatitis prevention and control.","Viral hepatitis is among the greatest public health problem in the world with deaths that has surpassed HIV/AIDS by 2014. Most of the deaths are caused by liver cancer or liver cirrhosis among the estimated 350-400 million people living with undiagnosed or untreated chronic hepatitis B or C infection. Eliminating the public health problem of hepatitis is feasible by ending transmission, reducing chronic viral hepatitis complications with screening, care and treatment and by ending disease stigma and discrimination. Achieving this goal will require healthcare workers who are knowledgeable and proficient in hepatitis prevention and control.KNOW HBV/HCV is an open-access, online training course developed for practitioners and students in primary care and public health. The content of the course is based on the best available data and technical guidelines from professional societies, World Health Organization, and US Center for Disease Control and Prevention. Upon successful completion, the participants will have learnt about the burden of chronic hepatitis B and C and liver cancer, the types of viral hepatitis and transmission routes, prevention, hepatitis B vaccine administration and storage, diagnosis and monitoring of chronic hepatitis B, prevention of blood borne infection in the healthcare settings including injection safety and post exposure prophylaxis.The training is developed by Asian Liver Center at Stanford University.You will learn about Medicine"
The Supreme Court & American Politics,University of Baltimore-University System of Maryland,Beginner,https://www.edx.org/course/the-supreme-court-american-politics,"Take a journey through the history of the United States Supreme Court, with primary emphasis on the Court’s interaction with America’s political life. From Washington to Trump, the Supreme Court has been both immersed in politics and kept apart from it.","The University of Baltimore School of Law and Lyle Denniston, who has been covering the Supreme Court of the United States for over five decades, examine the Court’s interaction with America’s political life.From the founding of a new nation - with the creation of a truly national Constitution at the Philadelphia Convention in the summer of 1787 - until the events of our own time, the Supreme Court has been both immersed in the political scene, and apart from it.A basic understanding of American government and history will be useful, but no prior knowledge is required on this journey to help answer one question: “Is the Supreme Court a political institution?”Each week, learners will be presented with videos - both lectures and discussions with one of several guests. These guests will include:These weekly video lectures and discussions will be supplemented by reading materials and discussions that will help you understand why a national court is, in reality, very different from the politically-chosen national policy branches: Congress and the Presidency. Despite this distinction, the Supreme Court of the United States must still be a constitutional partner to these elected bodies.This updated version of the course examines new decisions by the U.S. Supreme Court that expand our constitutional understanding of the American people's role in electing the President, and that clarify the methods beyond the text of the Constitution for holding presidents accountable.Join Lyle Denniston and The University of Baltimore Law School as we unpack the compelling story of The Supreme Court and American Politics! Law"
Sales Enablement & Analytics,Queen’s University,Beginner,https://www.edx.org/course/sales-enablement-analytics,"Learn how to use data, tools, and technology to drive productivity and set yourself apart as sales leader.","Organizations today have an influx of data which when used effectively can derive actionable insights for both the sales organization and their clients. Today's sales leadersneed to systematically increase their sophistication in leveraging data, tools and domain expertise to provide customized insights, consulting and guidance to their strategic customers. In this course, you will explore concepts covered in the previous courses within the Enterprise Sales professional certificate, but through the lens of the tools and technologies which enable data-driven decisions. Using the appropriate tools and technologies will permit sales representatives and managers to create value for their clients, ultimately increasing customer satisfaction and likelihood of long-term client retention.Upon successful completion of this course, the student should be able to:  Business & Management"
Comparative Political Systems,Università degli Studi di Napoli Federico II,Beginner,https://www.edx.org/course/comparative-political-systems,"Explored through the lens of different political systems, this course provides the insights neededto understand Democracy today and the challenges faced by democratic governments.","This course is part of the IPSAMOOC project, a joint venture Federica Weblearning - IPSA, the International Political Science AssociationIf you've ever asked the question, ""What is Democracy?"" this course is for you. This comparative study of politics covers a wide variety of topics and themes. 
The course begins with a definition of the comparative method and a special focus on concept formation and historical and institutional approaches. It highlights the way in which democratic regimes are governed, and the way electoral rules impact not only on parties and the party system but also on citizens. We will study the different forms of government, their structure and role, leading to an understanding of the dynamics of governing coalitions and their rotation in office. Together we will evaluate the assets and liabilities of the different institutional structures and approaches. The last part of the course will focus on the effectiveness of different democratic regimes and evaluate proposals for change. The emerging overall picture will show the existence of several institutional solutions to the challenges and the problems of contemporary democracies. Social Sciences"
Cloud Computing for Enterprises,University System of Maryland-University of Maryland Global Campus,Intermediate,https://www.edx.org/course/cloud-computing-for-enterprises-2,Understand cloud computing technologies and how they can increase business productivity and effectiveness.,"Organizations are increasingly moving their critical information and assets to the cloud. Understand the technology, best practices, and economics of cloud computing, and the rewards and risks of this rush to the cloud.In this course, part of the Cloud Computing MicroMasters program, you will learn the essentials of cloud computing, including Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Software As A Service (SaaS), and other ""X as a service"" platforms.You will explore how the cloud can support businesses by increasing productivity and effectiveness. This course is part of the Cloud Computing MicroMaster’s program from UMGC. Upon completion of the program and receipt of the verified MicroMaster’s certificate, learners may then transition into the full UMGC Master’s Program in Cloud Computing Architecture. See the MicroMasters program page for more information. Computer Science"
Diversity and Social Justice in Social Work,The University of Michigan,Advanced,https://www.edx.org/course/diversity-and-social-justice-in-social-work,"Increase your knowledge and critical thinking skills related to diversity, human rights and social justice and injustice.","In this social sciences course, you will develop a framework for:We will explore the knowledge base that underlies skills needed to work towards justice. You will learn about types and sources of power, multiple social locations, social constructions, social processes, social identities, conflicts, and how all these interact.You will develop skills in critical contextual thinking and analyses, and in praxis, learn to use knowledge and theory to recognize and critique underlying assumptions and paradigms and inform working for change.You will learn how multiple kinds of boundaries are especially important--across groups, between organizations and system levels, and within and between people, related to intersecting social locations.You will actively explore how societal power and diversity characterize and shape the human experience, and are critical to the formation of social structures, cultural understandings, group and organizational processes, and identities. You will learn how the dimensions of diversity are understood as the intersectionality of multiple factors including: age, class, color, culture, disability, ethnicity, gender, gender identity and expression, immigration status, political ideology, race, religion, sex, and sexual orientation.You will learn how current experiences of privilege and oppression are shaped by historical forces, societal structures, social constructions, groups, interpersonal processes and human understandings. This includes an understanding of the institutional, organizational, policy, and socio-cultural arrangements that contribute to privilege and oppression. Additionally, this course will explore formulations of human rights, including positive rights, and negative conditions that need to be eradicated.You will also study how social justice and injustice occur in organizations, institutions, and society, relevant theories that can inform work for justice (e.g., critical race theory, and components of many theories), and how mechanisms of oppression and privilege work (e.g., marginalization, exploitation, violence, cultural hegemony, and powerlessness).This course is part of the Social Work: Practice, Policy and Research MicroMasters Program offered by MichiganX. Please note that to complete this program with a MicroMasters certificate, you must be enrolled as a verified learner in all courses in the program by November 30, 2020, and you must complete all assessments by March 29, 2021. Social Sciences"
Public Library Marketing and Public Relations,The University of Michigan,Beginner,https://www.edx.org/course/public-library-marketing-and-public-relations,"Learn how to develop effective marketing and PR strategies to help share your library’s programs, services, and value with the broader community.","In this course, part of the Public Library Management Professional Certificate program, you’ll learn how to use attractive graphic design, public relations outreach with the media, and paid marketing to better communicate about your library and, in the case of social media, build better conversations and relationships with patrons.Solutions at multiple budget points (e.g., DIY software versus working with a designer) will also be discussed. Humanities"
"Healthcare Finance, Economics and Risk",Doane University,Intermediate,https://www.edx.org/course/healthcare-finance-economics-and-risk,"Gain the knowledge of financial systems needed to be a leader or administrator in the healthcare industry and how they impact strategic planning, quality assurance and risk management initiatives.","This course is part of the Healthcare Administration MicroMasters program which consists of 7 courses and a capstone exam. After completing the program, you can also apply to Doane University to complete your MBA online for approximately $10,500 (learn more about the program here). In order to be a leader/administrator in thehealthcareindustry, you must have a basic understanding of healthcare finance, risk, legal and regulatory issues in order to navigate and change the system. Managing risk is one of the primary responsibilities of a leader. This requires a basic understanding of the financial health and regulatory constraints one operates within to anticipate and address changing dynamics. This course will focus on healthcare economics and financeto help you articulate new approaches to managing costs and improving access, quality and safety. You will learn how to assess the fiscal status of a healthcare organization. Strategic planning, marketing, quality assurance and risk management initiatives for healthcare organizations will also be explored. Economics & Finance"
VideoX: Creating Video for the edX Platform,edX,Beginner,https://www.edx.org/course/videox-creating-video-for-the-edx-platform,Learn the best and most efficient ways to create video content for the edX platform.,"VideoX is an introduction to the video creation process for edX.org. This course is part of the edX Course Creator XSeries and should be taken after completing StudioX.After completing this course, you will be able to:VideoX is a course for everyone and does not require any previous experience in video production. So what are you waiting for? Get started today! Education & Teacher Training"
MathTrackX: Probability,University of Adelaide,Beginner,https://www.edx.org/course/mathtrackx-probability,Understand probability and how it manifests in the world around us.,"This course is part five of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.This course introduces probability and how it manifests in the world around us. Beginning with discrete random variables, together with their uses in modelling random processes involving chance and variation, you will start to uncover the framework for statistical inference.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will introduce discrete and continuous random variables and their applications in a variety of contexts.Join us as we provide opportunities to develop your skills and confidence in applying mathematics to solve real world problems. Math"
Sign Language Science: Factors Contributing to Natural Change,Georgetown University,Beginner,https://www.edx.org/course/factors-contributing-to-natural-change,"This course describes how we use historical data to demonstrate language change. While earliest indications suggest that the origin of a signed language began as a gestural form, it has evolved as it was handed down.","In this course, we will explore how language changes over time. We know from documentation that early ASL does not look the same as it does today. The earliest indications suggest that it originated as gesture, but that’s not what people learn today. That’s because, as it was passed down, it evolved and changed. In this course, we will look at the historical data and discuss how the language changed. Language"
Accounting System Structure and Information Management,NYIF,Beginner,https://www.edx.org/course/accounting-system-structure-and-information-management,Get introduced to accounting concepts and learn how accountants measure income and record transactions.,"This course begins with an introduction to financial accounting and explains how accounting information assists in making decisions. We’ll look at the components of the balance sheet and analyze the effect of transactions on the balance sheet equation. We’ll review the different types of ownership and compare the features of sole proprietorships, partnerships, and corporations. We’ll then proceed to learn how accountants measure income and explore the concepts of revenue recognition and matching. We’ll look into the relationship between balance sheet and income statement and also cover the statement of retained earnings and earning per share.We’ll wrap up this course with a look at the double-entry system and recording process and learn how to prepare and use a trial balance.This course is part 1 of the New York Institute of Finance’s Financial Accounting Professional Certificate. Economics & Finance"
Sustainable Development: The Post-Capitalist Order,SDG Academy,Beginner,https://www.edx.org/course/sustainable-development-the-post-capitalist-order,"Sustainable development represents a shift from our current system of inequitable capitalism to one that prioritizes prosperity for all, while remaining conscious of its environmental impact and sustainability for future generations. Learn why sustainable development has been adopted by countries and multilateral organizations around the world, and how this approach is transforming the way we live, work, and govern our planet.","Our present system of global capitalism is flawed. While it has produced immense wealth and economic growth in nearly all regions of the world, it has also prioritized profits over people and harmful consumption practices over the needs of our planet. Sustainable development must bring about a new world order to replace the vices of global capitalism, ensuring development, human wellbeing, and environmental security. This course presents Agenda 2030 and the Sustainable Development Goals as the necessary successor to laissez faire-style capitalism, and emphasizes the urgency of embracing sustainable development objectives to transform our economy into a more reactive, efficient, inclusive, and environmentally-conscious system. This 8-week massive open online course (MOOC) provides an in-depth look at the shortcomings of our current and past global economies, and shows why and how sustainable development has become the universally-prioritized agenda for the future of our world. The topics covered range from market economics to education, gender equality, international trade, financing, and more. This course is for:  Economics & Finance"
"Health Law, Policy, and Advocacy",Doane University,Intermediate,https://www.edx.org/course/health-law-policy-and-advocacy,"Explore important issues in health law. Discover how health policies are developed, adopted and implemented, as well as the factors that influence this process.","This course is part of the Healthcare Administration MicroMasters program which consists of 7 courses and a capstone exam. After completing the program, you can also apply to Doane University to complete your MBA online for approximately $10,500 (learn more about the program here). To be an effective agent of change, a healthcare administrator must have a foundational understanding of healthcare advocacy, law, and regulatory issues, as well as compliance. This course will focus on a wide range of important issues in health law, health policy and the factors at play when developing a strategic advocacy platform such as bioethics and informed consent. At the conclusion of this course, learners will be able toidentify health policies that promote quality, advocacy and system changewithin a healthcare organization. Law"
Introduction to Haptics,Stanford University,Beginner,https://www.edx.org/course/introduction-to-haptics,"Participants in this course will learn how to build, program, and control haptic devices, which are mechatronic devices that allow users to feel virtual or remote environments.","To participate in lab assignments (which is not strictly required to receive a Statement of Accomplishment), the participant will need to acquire/build the components of a Hapkit, and assemble and program the device. Laboratory assignments using Hapkit will give participants hands-on experience in assembling mechanical systems, making circuits, programming Arduino-based micro-controllers, and testing their haptic creations. After the class, we hope that you will continue to use and modify your Hapkit, and let us know about your haptic creations. Please note that you can still participate in the online course without the Hapkit and receive a Statement of Accomplishment, but you will not be able to do most of the laboratories.The course is divided into 5 modules, and we suggest that you complete one module per week. In each module, participants will view online lectures, take online quizzes (interspersed with the lectures), and complete a laboratory assignment. Data for each lab assignment will be submitted online.Module 1: Introduction to haptic technology and human hapticsModule 2: Hapkit mechanical design and assemblyModule 3: Hapkit mechatronicsModule 4: Programming virtual environmentsModule 5: Mechanical characterization and simulation Engineering"
Decision Making Under Uncertainty: Introduction to Structured Expert Judgment,Delft University of Technology,Beginner,https://www.edx.org/course/decision-making-under-uncertainty-introduction-to,Don't let the absence of data or the lack of appropriate data affect your decision-making. Learn how expert opinion can be used rigorously for uncertainty quantification.,"In an increasingly data-driven world, data and its use aren't always all it's cracked up to be. This course aims to address the critical lack of any or appropriate data in many areas where complex decisions need to be made. For instance, how can you predict volcano activity when no eruptions have been recorded over a long period of time? Or how can you predict how many people will be resistant to antibiotics in a country where there is no available data at national level? Or how about estimating the time needed to evacuate people in flood risk areas? In situations like these, expert opinions are needed to address complex decision-making problems. This course, aimed at researchers and professionals from any academic background, will show you how expert opinion can be used for uncertainty quantification in a rigorous manner. Various techniques are used in practice. They vary from the informal and undocumented opinion of one expert to a fully documented and formal elicitation of a panel of experts, whose uncertainty assessments can be aggregated to provide support for complex decision making. In this course you will be introduced to state-of-the-art expert judgment methods, particularly the Classical Model (CM) or Cooke's method, which is arguably the most rigorous method for performing Structured Expert Judgment. CM, developed at TU Delft by Roger Cooke, has been successfully applied for over 30 years in areas as diverse as climate change, disaster management, epidemiology, public and global health, ecology, aeronautics/aerospace, nuclear safety, environment and ecology, engineering and many others.By the end of the course all learners will be able to: Verified learners will have the added benefit of being able to:  Business & Management"
AP® Calculus BC,Davidson Next,Beginner,https://www.edx.org/course/ap-calculus-bc-2,Learn AP® Calculus BC topics from highly respected AP Calculus instructors to prepare for the AP® Calculus BC exam.,"In this calculus course, you will learn all the Calculus BC topics that are not part of the AP® Calculus AB curriculum by engaging with video instruction, exam-style questions and interactive activities.Each topic is broken up into bite-sized pieces—with short instructional videos, interactive graphs, and practice problems written by many of the same people who write and grade your AP® Calculus exams.Topics include:This course is specifically designed for students who have already taken (or are currently enrolled in) Calculus AB. This course combined with a traditional Calculus AB course will prepare students to take the Calculus BC exam.*Advanced Placement® and AP® are trademarks registered and/or owned by the College Board, which was not involved in the production of, and does not endorse, these offerings. Math"
Advanced Linear Algebra: Foundations to Frontiers,The University of Texas at Austin,Advanced,https://www.edx.org/course/advanced-linear-algebra-foundations-to-frontiers,Learn advanced linear algebra for computing.,"Linear algebra is one of the fundamental tools for computational and data scientists. In Advanced Linear Algebra: Foundations to Frontiers (ALAFF), you will build your knowledge, understanding, and skills in linear algebra, practical algorithms for matrix computations, and the analysis of the effects of floating-point arithmetic as performed by computers. Computer Science"
Understanding Political Concepts,Università degli Studi di Napoli Federico II,Beginner,https://www.edx.org/course/understanding-political-concepts,"This course offers an exciting journey through political science concepts. Understand key concepts like party, bureaucracy, andconstitution by using new methods developed for scholars and students; including the innovative ""Hyperpolitics"" tool.","This course is part of the IPSAMOOC project, a joint venture Federica Weblearning - IPSA, the International Political Science AssociationPolitical science discourse brings us face to face with many important concepts like authority, democracy, and power. However, all of them are used differently in different contexts, and their specific meaning depends on the theory they relate to. There is no way around such puzzling diversity. Students of political science simply have to accept this challenge. Yet, the diversity of political science concepts can be used as a powerful resource for learning, through intellectual techniques for stirring personal creativity. This MOOC teaches conceptual thinking and elementary theory-building through Hyperpolitics, an interactive dictionary for understanding and working with the most central concepts in political science. Its aim is to provide students with fresh critical insights about key political concepts by offering a methodology that enables users to unpack and reconstruct them on their own. Its companion open-access website serves as a powerful tool for students to practice forging their own vocabulary while learning how to make professional use of authoritative PS internet resources. Through ten lessons, this MOOC comprises lecture sections based on visualizations of the arguments presented, reading assignments, and practical exercises. Social Sciences"
How to Code: Complex Data,University of British Columbia,Beginner,https://www.edx.org/course/how-to-code-complex-data,This course is part of a MicroMasters® Program,"As your program requirements get more complex, you will find that simple additions to the design method make it easy to write well-structured and well-tested code that is easy to maintain.By learning how to capture common data and control structures using abstraction, your programs will get shorter and better tested.Building on the core methods from How to Code: Simple Data, this programming course, part of the Software Development MicroMasters program, quickly expands to cover more complex programs on more complex data. Towards the end of the course, you will design programs that even experienced developers would find challenging.You will also learn how to design search programs. You will design a program to solve Sudoku puzzles, and will be able to design many other puzzle solvers as well.Learners who enroll in the Verified track will receive staff grading for the course project and increased interaction with the instructor and staff.Learner Testimonial""It's a great course and maybe one of the most important topics to master if you're a programmer (any level). This course will teach you how to design better, cleaner and faster programs."" 
- Previous Student Computer Science"
Hypersonics – from Shock Waves to Scramjets,The University of Queensland,Advanced,https://www.edx.org/course/hypersonics-from-shock-waves-to-scramjets-2,Understand flight at speeds greater than Mach 5 and discover how to analyse the performance of a scramjet.,"A flow is called hypersonic if the Mach number is greater than 5. This means that the flow speed is more than five times the speed of sound. In air at room temperature, the speed of sound is around 340 m/s, so a Mach 5 flow would have a flow speed of 1.7 km/s or just over 6,000 km/h. When a rocket launches a satellite into earth orbit, when a probe enters the atmosphere of another planet or when an aircraft is propelled by a supersonic combustion ramjet engine (a scramjet), hypersonic flows are encountered. Hypersonics - from Shock Waves to Scramjets introduces the basic concepts associated with flight at speeds greater than Mach 5 and takes students to the stage where they can analyse the performance of a scramjet engine that might be used in a future access-to-space system. Engineering"
Micro and Nanofabrication (MEMS),École polytechnique fédérale de Lausanne,Advanced,https://www.edx.org/course/micro-and-nanofabrication-mems,Learn the fundamentals of microfabrication and nanofabrication by using the most effective techniques in a cleanroom environment.,"Microfabrication and nanofabrication are the basis of manufacturing for nearly all modern miniaturized systems that are ubiquitously used in our daily life. Examples include; computer chips and integrated sensors for monitoring our environment, cars, mobile phones, medical devices and more.Micro- and nanofabrication can be taught to students and professionals by textbooks and ex-cathedra lectures, but the real learning comes from seeing the manufacturing steps as they happen.In this engineering course, we will go a step beyond classroom teaching to not only explain the basics of each fabrication step but also show you how it’s done through video sequences and zooming into the equipment. Engineering"
Scientific Methods and Research,Ural Federal University,Intermediate,https://www.edx.org/course/scientific-methods-and-research,Learn how to conduct research based on scientific methodology and analyze scientific articles and conduct experiments.,"What does it mean to conduct research? What are the distinct stages of the research process? What are the requirements of modern scientific research? How do you analyze a scientific article? This course will teach you to conduct research in accordance with scientific methodology. You'll learn to analyze scientific articles in engineering and science subjects, and how to conduct scientific experiments. The course will help to develop the core skill of a scientist, giving you the research tools to succeed. The course material is well-suited for anyone interested in the problems of uncovering knowledge and science; giving you a methodology for the achievement of educational and scientific activities. This course is for anyone who has ever said, “Science is interesting.” It will appeal to those who want to learn the processes behind modern scientific research. Science"
Customer Centric Marketing for Entrepreneurs,Babson College,Intermediate,https://www.edx.org/course/customer-centric-marketing-for-entrepreneurs,Design a marketing campaign and learn how to create brand excitement and attract engaged customers!,"It is not uncommon for students, executives and business owners to feel overwhelmed by the myriad of marketing solutions available today. How do you decide if social media, direct sales or perhaps event marketing is right for your business? This course helps you understand how to build a brand and reach your potential and current customers in the most effective and efficient manner. The landscape for marketing (identifying and seizing opportunities for market growth) has changed dramatically over the past decade, making marketing decisions more confusing than ever before. Understanding how to quickly identify true customer needs and then apply the learnings to identify the right marketing approach for your company is critical if you are looking to launch and/or grow a business. In this unique entrepreneurial marketing course, you will gain practical experience by learning how to design a customer-centric marketing campaign for your own business or for an organization that needs marketing support. We will teach you how to better understand your customers’ needs and use this knowledge to develop and launch a marketing campaign that engages consumers and creates traction using the right marketing channels. Your campaign might be an integrated social media program, an event-driven workshop, a sales outreach initiative or something entirely different. You will learn how to view the customer engagement experience through the eyes of your target market to effectively build a strong brand. Finally, you will learn how to evaluate and measure the success of your campaign to ensure you can either repeat successful marketing initiatives that worked or pivot when the campaign does not meet your business growth goals. Business & Management"
Dog Behavior: Problems and Solutions,Arizona State University,Intermediate,https://www.edx.org/course/dog-behavior-problems-and-solutions,Have you ever wondered why your dog behaves a certain way? Learn the science behind a dog’s behavior and how to critically evaluate different techniques of dog training.,"Dogs can be our most beloved pets and companions, but our lives with them are not without difficulties. Whether it be excessive barking, jumping on furniture or chewing your favorite pair of shoes, it can sometimes be frustrating getting your dog to be obedient and behave. In this course, you will explore modern approaches to dog behavioral problems and training that incorporates the latest findings from behavioral science. This course is for dog trainers, behaviorists and anyone who wants to learn about dogs and their behavior. The course will cover the use of behavioral functional analysis to: By the end of this course, you will better understand your dog and how to best train them based on their specific behavior and temperament. Social Sciences"
The Business of Mining,Curtin University,Beginner,https://www.edx.org/course/the-business-of-mining,"Learn the theory behind running a mine and see if you've got what it takes to explore, plan, operate and close a mining operation.","Mining underpins much of our technology and industries as well as modern society in general. A successful mine should be run efficiently and responsibly from exploration through to closure, with sound economic management every step of the way. In this course you’ll examine the business aspect of mining, focusing on the life cycle of a gold mine and discovering the technical and economic issues that affect the exploration, planning, operation and closure of a large-scale mining project.The Business of Mining has recently won the Best in Class in the University category of the Interactive Media Awards in the USA. The judging criteria included design, content, feature functionality, usability, standards compliance and cross-browser compatibility.By the end of this course you will be able to: Business & Management"
"Social Work Practice in Community Organization, Management and Policy/Evaluation",The University of Michigan,Advanced,https://www.edx.org/course/social-work-practice-in-community-organization-man,Learn about macro social work and how to have large scale impact on entire communities and systems of care.,"In this social science course we will discuss various methods, strategies and skills within macro social work practice, used to help identify and address needs on a larger scale. You will gain knowledge and skills in the areas of community organizing, management, and policy advocacy, and learn about the various roles social workers play within these areas. This course will provide an appreciation of the historical and contemporary importance of these social work methods and the relevance of these methods for diverse populations and identities.We will focus on:You will also learn concepts and practice skills involving assessment, problem solving and intervention planning at the macro level, and strategies to work effectively with communities and organizations. Content includes reflective practice and utilizing interpersonal skills in macro practice.This course is part of the Social Work: Practice, Policy and Research MicroMasters Program offered by MichiganX. Please note that to complete this program with a MicroMasters certificate, you must be enrolled as a verified learner in all courses in the program by November 30, 2020, and you must complete all assessments by March 29, 2021.On completion of this course, you will be able to: Social Sciences"
The Business of Aging in the Longevity Economy,Georgetown University,Beginner,https://www.edx.org/course/the-business-of-aging-in-the-longevity-economy,"The Business of Aging in the Longevity Economy will introduce you to the interdisciplinary field of aging, important concepts of senior living administration, and to the master of science degree at Georgetown University in Aging & Health. This three-module course is appropriate for anyone interested in learning about aging personally or professionally, including college graduates who are interested in aging social and policy issues as well as mid-career or encore-career students who seek professional advancement or a shift in the career track.","As we continue to live longer and healthier lives, it is vital that we develop innovative solutions to support the aging and their caregivers to enable fulfilling and comfortable living for all. These solutions require a multidisciplinary approach to construct healthier understandings of aging and build a more age-integrated society.The Business of Aging in the Longevity Economy will introduce you to the interdisciplinary field of aging, important concepts of senior living administration, and to the master of science degree at Georgetown University in Aging & Health. This three-module course is appropriate for anyone interested in learning about aging personally or professionally, including college graduates who are interested in aging social and policy issues as well as mid-career or encore-career students who seek professional advancement or a shift in career track.We feature faculty experts who address the following topics:In this context, we will take you on a virtual tour of a senior living community and hear first-hand from industry experts on the business models being implemented. We will also hear from students in the Aging and Health Masters’ program who will share their insights as they prepare to enter the workforce.Following are the key contributors:You will come away from this course with better understandings of aging and health and how we can work to address modern -- and future -- senior care needs. You will develop further understanding of the fundamental current issues underlying the global longevity economy, which is estimated to be $15 trillion in 2020. These include accommodating an older workforce, enabling people to live comfortably as they age in place at home or in senior living communities, and serving the needs of family caregivers. Social Sciences"
Understanding the Australian Health Care System,The University of Queensland,Beginner,https://www.edx.org/course/understanding-the-australian-health-care-system,Understand and navigate the complexities of Australia’s world-leading health care system by following patient journeys.,"This course will enable you to understand the workings of the Australian health care system. By following in the footsteps of patient journeys, you will gain an experiential understanding of how this multi-layered system operates in the context of the geographic, social and cultural landscapes of Australia and how to successfully navigate within this system.This course will enable you to answer questions such as:You will engage in many activities throughout this course to explore these and other questions.On completion of this course, you should be able to: Medicine"
Age of Sustainable Development,SDG Academy,Intermediate,https://www.edx.org/course/age-of-sustainable-development,"Learn the basics of sustainable development -- what it is, why it's important and how we can achieve it.","Sustainable development is the most urgent challenge facing humanity. Its fundamental question is: How can the world economy continue to develop in a way that is socially inclusive and environmentally sustainable? This course provides a broad overview of the interactions between the economy and our environment and humanity, from the constraints of finite resources, to the activities that drive climate change, to equality for all. This course is an updated version of Professor Sachs' popular 2015 course of the same name. It includes new perspectives and a reorientation towards Agenda 2030 and the SDGs. Join us for this introduction to the tenets of sustainable development, developed by experts on the latest in the social, policy and physical sciences. This course is for:  Social Sciences"
Internationalization: Creating Digital Content for the World,University of Washington,Advanced,https://www.edx.org/course/internationalization-creating-digital-content-for,Learn how a digital product becomes world-ready: how does it need to be designed for worldwide release without altering its code for each market? Who needs to be involved in which stages of the process? How do you doassure quality for world-readiness?,"Want to learn how to create a digital product that is truly ready for the world? One that can be released in many markets and for different languages without any alterations to its code? This is the course for you! It shows you everything a developer or PM needs to know to keep in mind when working on software or websites that will be consumed across different markets. This course is an introduction to internationalization, the process of developing the core of a digital product whose features and design are not solely based on a single language or locale. You will learn how to cater for different writing systems, regional formats and even directionality of scripts like the Arabic one. You will also learn about design requirements around localizability that need to be met before you can even start with translating your product into other languages. And you will get a glimpse at the challenges of creating products that don’t offend foreign markets because they are culturally or politically insensitive. This course will show what needs to be done to ensure the best user experience in international markets even before localizing. Computer Science"
Multi-Object Tracking for Automotive Systems,Chalmers University of Technology,Advanced,https://www.edx.org/course/multi-object-tracking-for-automotive-systems,Learn how to localize and track dynamic objects with a range of applications including autonomous vehicles,"Autonomous vehicles, such as self-driving cars, rely critically on an accurate perception of their environment. In this course, we will teach you the fundamentals of multi-object tracking for automotive systems. Key components include the description and understanding of common sensors and motion models, principles underlying filters that can handle varying number of objects, and a selection of the main multi-object tracking (MOT) filters. The course builds and expands on concepts and ideas introduced in CHM013x: ""Sensor fusion and nonlinear filtering for automotive systems"". In particular, we study how to localize an unknown number of objects, which implies various interesting challenges. We focus on cameras, laser scanners and radar sensors, which are all commonly used in vehicles, and emphasize on situations where we seek to track nearby pedestrians and vehicles. Still, most of the involved methods are more general and can be used for surveillance or to track, e.g., biological cells, sports athletes or space debris. The course contains a series of videos, quizzes and hands-on assignments where you get to implement several of the most important algorithms. Learn from award-winning and passionate teachers to enhanceyour knowledge at the forefront of research on self-driving vehicles. Chalmers is among the top engineering schools that distinguish itself through its close collaboration with industry. Engineering"
Economics and Policies in a Biobased Economy,Wageningen University & Research,Advanced,https://www.edx.org/course/economics-and-policies-in-a-biobased-economy,Lead your company to make the switch to biobased resources and build a profitable sustainable business. Learn how to deal with the economics and policies governing this transition and the implementation and learn how to measure the outcome.,"“In order to produce food in a sustainable way for an additional 2 billion people by 2050, a business-as-usual approach will not be sufficient. This is especially true in the face of climate change and other forces threatening natural resources like biodiversity, land and water that are essential for food production and agriculture, including forestry and fisheries. To meet these challenges, science and the application of biotechnologies as well as conventional technologies will play a key role.” FAOAre you responsible for dealing with the economics and policies governing the transition- and implementation of biobased products and resources? Join the course Economics and Policies in a Biobased Economy and discover the whole value chain from Research & Development, over application, processing, retailing and final demand. Learn how the value chain and the rents and their distribution along the chain are affected by policies. Examples such as the benefits and costs of developing, cultivating, and marketing genetically modified organisms (GMOs) will be discussed extensively.Upgrade your knowledge about the recent trends in the circular economy and in sustainable business. Know how to measure adoption and environmental benefits, learn about the benefits and costs and the distribution of sustainable products, market power, approval processes, supply chain, guiding policies and the current social debate.Join the MicroMasters programme!This course is part of the MicroMasters programme Economics and Policies for a Circular Bio-EconomyA series of 3 courses and a final capstone project designed to help you cover the economic and policy side of converting biological resources into biobased products. You will be able to contribute to managerial decision-making, as well as policy development.Explore the other courses in this MicroMasters programme:You might also like the MicroMasters Business and Operations for a Circular Bio-Economy. Energy & Earth Sciences"
Strategic Leadership in Healthcare,Doane University,Intermediate,https://www.edx.org/course/strategic-leadership-in-healthcare,"Develop your own leadership style, while also coaching and mentoring teams to promote individual growth and improve organizational outcomes.","This course is part of the Healthcare Administration MicroMasters program which consists of 7 courses and a capstone exam. After completing the program, you can also apply to Doane University to complete your MBA online for approximately $10,500 (learn more about the program here). Leading organizational change can be a challenge for anyone. Doing so in a large, heavily-regulated environment such as healthcare without theproper tools to develop, coach, and mentor employees is a recipe for failure. Such dynamic environments call for skilled, strong leaders to guide the way and develop successful, functional teams. Learn foundational skills critical to leaders, including communication skills, coaching, mentoring, negotiation, and motivation theory. This course will also explore team development through facilitation and collaboration. Assess your personal style of leadership by learning more about strengths and areas of improvement. This course will also focus on practical strategic thinking practices, leadership theories and leadership style development, and how leadership style can be used to think and act strategically. Business & Management"
Terrorism and Counterterrorism: An Introduction,Georgetown University,Beginner,https://www.edx.org/course/terrorism-and-counterterrorism-an-introduction,"What is the danger of terrorism, and how can the world respond effectively? This is an abridged version of the full course.","Terrorism has gone from a persistent yet marginal security concern to one of the most important security problems of our day. There are few countries that do not suffer from some form of terrorism. Though many attempts at terrorism fail, some groups wage lengthy and bloody campaigns and, in exceptional cases, kill hundreds or even thousands in pursuit of their ends.This course on terrorism will explore the nuances involved in defining terrorism; the nature of Al Qaeda, the Islamic State, and other important groups; the effectiveness of different counterterrorism tools; terrorist recruiting, counterterrorism and the rule of law; the political context in the Middle East; and the terrorist use of technology.For those interested in a more extended version of the course, the full 7-section course Terrorism and Counterterrorism is available here. Humanities"
Exploring Psychology's Core Concepts|走进心理学,Tsinghua University,Beginner,https://www.edx.org/course/exploring-psychologys-core-concepts,Howdo you interpretThe Da Vinci Code? Isa sleepwalker aware of themselves? Islanguage before the mind or the contrary? This course will answerthese questions and more with psychology theories. ,"This course provides an introduction to the basic concepts that form the foundation of the field of psychology. Topics include history of psychology, biological bases of behavior, sensation and perception, consciousness, learning and memory, and life-span development. Class lectures emphasize an empirical approach to a scientific understanding of human behavior across these domains. In addition to learning basic content information about psychology, students will learn how psychologists ask questions, evaluate evidence, and communicate with each other. 心理学是现代生活中人们最广泛涉及的主题，无论是生活中的衣食住行，还是工作中的为人处世，都离不开心理学，都需要心理学的知识和帮助。世界有三大谜：物质起源之谜、生命起源之谜、意识起源之谜，心理学就是探索关于意识起源之谜的科学。心理学研究领域丰富而广泛，且与许多学科有交叉，每一个学生都可能从中找到自己感兴趣的领域。本课程从认知、学习、情感、人际、健康、行为不同侧面介绍心理学知识，以回答学生们在探索自我、认识社会与思考人生的困惑。 Social Sciences"
Creating Virtual Reality (VR) Apps,"The University of California, San Diego",Intermediate,https://www.edx.org/course/creating-virtual-reality-vr-apps-2,This course is part of a Professional Certificate,"Build professional VR apps using Unity 3D, a powerful cross-platform 3D engine that provides a user-friendly development environment. In this course, part of the Virtual Reality Professional Certificate program, you will learn how to build a VR engine from the ground up, so you fully understand the entire rendering pipeline from 3D model to pixels in the VR display. We will also cover motion prediction, 3D stereo, lens distortion, time warp and other optimizations for a fluid, realistic VR experience.You will also learn how to implement the most important VR interaction concepts such as selection, manipulation, travel, wayfinding, menus, and text input in Unity.Unity is a GUI based programming environment, in which much of the programming can be done through dialog windows. It also supports scripts written in C#, which as we will show will allow for more complex VR functionality.What you learn about VR programming in this course will help you write VR games, architectural walkthroughs, engineering simulations, 3D data viewers, medical training applications, and many more. Computer Science"
Steps in Japanese for Beginners2 Part1,Waseda University,Beginner,https://www.edx.org/course/steps-in-japanese-for-beginners2-part1-2,Learn casual expressions which are used among people who know each other well and the small talk which helps build personal relationships.,"The exchange students Andy gets to know more people and has more opportunities to use small talk and talk about himself with these people. He also finds out that the language he uses with his friends and the polite language and expression he needs to talk with strangers and older people are different. Andy's seminar classmate, Saori falls in love with Andy's dorm mate Mr. Ono.・To make small talk
・To understand and know when to use casual speech
・To express your wishes
・To describe people Language"
Dynamics and Control,Universitat Politècnica de Valencia,Beginner,https://www.edx.org/course/dynamics-and-control,"This is an interactive course about the basic concepts of Systems, Control and their impact in all the human activities.","This is an interactive course about the basic concepts of Systems, Control and their impact in all the human activities. First, the basic concepts of systems, dynamics, structure and control are introduced. Then, looking at many examples in Nature and human made devices, we will realize that the dynamic behavior of most systems can be modified by adding a control system. Later we will see how knowing how to evaluate the dynamic behavior of a system and measure its performance will provide the tools to design new controlled systems fulfilling some requirements. By considering which are the benefits of control and the challenges for the future we will open the mind to tackle new applications and develop new scenarios from the micro-systems level to the common systems and the whole universe. An overview of the techniques available for a deeper introduction to the subject will be presented at the end. Control technology is said to be a hidden technology. We do not notice it under normal operation, but it appears if a failure happens. Looking around in Nature and at human made devices, we realize that their behavior presents analogies and that we can manipulate their temporal evolution. Characterizing the dynamic behavior of systems and the possibility to change it by introducing control devices is the main aim of the course. You will learn to analyze the dynamic properties of a system and the options to change its behavior according to some requirements.You will learn the basic concepts to undertake further studies in control engineering and its use in a variety of disciplines, from human and social sciences to any engineering field.Characterizing the dynamic behavior of systems and the possibility to change it by introducing control devices is the main aim of the course. You will: Engineering"
Finding Your Cybersecurity Career Path,University of Washington,Beginner,https://www.edx.org/course/finding-your-cybersecurity-career-path,Learn about different career pathways in cybersecurity and complete a self-assessment project to better understand the right path for you.,"In this course, you will focus on the pathways to cybersecurity career success. You will determine your own incoming skills, talent, and deep interests to apply toward a meaningful and informed exploration of 32 Digital Pathways of Cybersecurity.You will complete a self-assessment comprised of elements needed to determine essential next steps on your career path.By the end of this course, you will be able to: Computer Science"
Mechanics: Rotational Dynamics,Massachusetts Institute of Technology,Intermediate,https://www.edx.org/course/mechanics-rotational-dynamics,"Learn about rotational dynamics, rigid bodies and moment of inertia in this calculus-based physics course.","This course is the third of a series of four modules that cover calculus-based mechanics. You will explore rotational motion and learn about the concepts of torque and angular momentum. You will learn about the conservation of angular momentum, and use it with other conservation laws to solve complex problems in rotational dynamics. The modules are based on material in MIT's Physics I, which is required for all MIT undergraduates, and is being offered as an XSeries on edX. Please visit the Beginner Mechanics XSeries Program Page to learn more and to enroll in all four modules.To understand the material in this course you should have taken Mechanics: Kinematics and Dynamics and Mechanics: Momentum and Energy. Physics"
Applying Health Coaching in Patient Care,Doane University,Beginner,https://www.edx.org/course/applying-health-coaching-in-patient-care,Learn essential coaching techniques to assist patients with behavior and lifestyle modifications.,"For health practitioners, having knowledge of treatment protocols is not enough. They must be able to inspire behavior change in their patients. In order for the treatment to be effective patients must be empowered to implement therapeutic approaches in their lives. In this course, you will learn about health coaching, which is an effective method for helping patients change their behaviors. Health coaching uses a blend of evidence-based strategies, interventions and communication to actively and safely engage patients. You will learn the core components of health coaching that can be applied to patient care, such as positive psychology, motivation, establishing trust and goal setting.• Recognize why health and wellness coaching is important.
• Demonstrate how to effectively motivate and coach your patients.
• Identify the health coaching process, from establishing trust, setting goals, and conducting a coaching session. Medicine"
Databases: Modeling and Theory,Stanford University,Beginner,https://www.edx.org/course/modeling-and-theory,"This course is one of five self-paced courses on the topic of Databases, originating as one of Stanford's three inaugural massive open online courses released in the fall of 2011. The original ""Databases"" courses are now all available on edx.org.","About the Database Series of Courses""Databases"" was one of Stanford's three inaugural massive open online courses in the fall of 2011. It has been offered in synchronous and then in self-paced versions on a variety of platforms continuously since 2011. The material is now being offered as a set of five self-paced courses, which can be taken in a variety of ways to learn about different aspects of databases. Relational Databases and SQL is the most popular course in the Databases series. It is applicable to learners seeking to gain a strong understanding of relational databases, and to master SQL, the long-accepted standard query language for relational database systems. Additional courses focus on advanced concepts in relational databases and SQL, formal foundations and database design methodologies, and semistructured data.All of the courses are based around video lectures and demos. Many of them include quizzes between video segments to check understanding, in-depth standalone quizzes, and/or a variety of automatically-checked interactive exercises. Each course also includes an unmoderated discussion forum and pointers to readings and resources. The courses are described briefly below. Taught by Professor Jennifer Widom, the overall curriculum draws from Stanford's popular longstanding Databases course.Why Learn About DatabasesDatabases are incredibly prevalent -- they underlie technology used by most people every day if not every hour. Databases reside behind a huge number of websites; they're a crucial component of telecommunications systems, banking systems, video games, and just about any other software system or electronic device that maintains some amount of persistent information. In addition to persistence, database systems provide a number of other properties that make them exceptionally useful and convenient: reliability, efficiency, scalability, concurrency control, data abstractions, and high-level query languages. Databases are so ubiquitous and important that computer science graduates frequently cite their database class as the one most useful to them in their industry or graduate-school careers.Stanford's online offering in Databases is now available as a set of five self-paced courses:Databases: Relational Databases and SQLDatabases: Advanced Topics in SQL (prerequisite: Relational Databases and SQL)Databases: OLAP and RecursionDatabases: Modeling and TheoryDatabases: Semistructured Data Computer Science"
"Islamic Banking: Principles, Practice and Risk Management",The Islamic Research and Training Institute,Beginner,https://www.edx.org/course/islamic-banking-principles-practice-and-risk-manag,Learn about principles and practices of Islamic banking and its related risk management concepts.,"Islamic Banking, also referred to as Islamic Finance, is the overarching framework of Sharia, or Islamic law that guides the activities of Muslim corporations, banks, and other lending institutions as they raise capital. This frameworkalso describes the forms of investment that are permitted under this law. Islamic Banking stands apart from conventional banking in four key areas: a strict prohibition on charging and receivinginterest, adherence to ethical standards in investments, a focus on investments with moral or social values at their core, and a structure of shared risk. This course of Islamic banking starts with an overview of the fundamentals of Islamic Financial Intermediation, the basics of the analytical framework used to monitor and manage risks confronting Islamic financial institutions, including credit risk, liquidity risk, market risk, and operational risk.The fundamentals of Islamic Financial Intermediation
Framework for Risk Analysis of Islamic Banks
Credit Risks with Assets and Their Management
How to Manage Nonperforming Assets Economics & Finance"
Software Construction: Object-Oriented Design,University of British Columbia,Intermediate,https://www.edx.org/course/software-construction-object-oriented-design,This course is part of a MicroMasters® Program,"This course, part of the Software Development MicroMasters program, will dig deep into the principles of object oriented design, and introduce new abstraction techniques and design patterns. You will use these techniques to build an application that makes use of popular online services and APIs – the most complex software design project so far.By the end of the course, you will have a solid foundation in Java and Object-Oriented Design, as well as many software development concepts that can be applied to any language.Learners who enroll in the Verified track will receive staff grading for the course project and increased interaction with the instructors and staff. Computer Science"
"Introduction to Hyperledger Sovereign Identity Blockchain Solutions: Indy, Aries & Ursa",The Linux Foundation,Beginner,https://www.edx.org/course/identity-in-hyperledger-aries-indy-and-ursa,"Learn how Hyperledger Aries, Indy and Ursa add a necessary layer of trust to the Internet, creating and using independent digital identities rooted on blockchains or other distributed ledgers.","To the surprise of absolutely no one, trust is broken on the Internet. Wherever you go online, the advice is the same--make sure you understand what's behind each button before you click it.In this course, we'll dive into three Hyperledger open source projects--Indy, Aries and Ursa--looking at the tools, libraries, and reusable components they provide for creating and using independent digital identities rooted on blockchains or other distributed ledgers. We will explore the possibilities they offer for building applications on a solid digital foundation of trust and examine how these technologies can make the Internet safe. It's quite a challenge!The course is addressed to a wide-ranging audience, walking the line between business and technology. Computer Science"
The Civil War and Reconstruction - 1861 - 1865: A New Birth of Freedom,Columbia University,Beginner,https://www.edx.org/course/cwr-1861-1865-a-new-birth-of-freedom,"Learn about the political, social, and economic changes in the Union and the Confederacy and the Civil War’s long-term economic and intellectual impact.","A New Birthof Freedom: The Civil War, 1861-1865 narrates the history of the American Civil War. While it examines individual engagements and the overall nature of the military conflict, the focus is less on the battlefield than on political, social, and economic change in the Union and the Confederacy. Central to the account are the road to emancipation, the role of black soldiers, the nature of Abraham Lincoln’s wartime leadership, internal dissent in both the North and South, the changing position of women in both societies, and the war’s long-term economic and intellectual impact. We end with a look at the beginnings of Reconstruction during the conflict.This course is part of the XSeries, Civil War and Reconstruction , which introduces students to the most pivotal era in American history. The Civil War transformed the nation by eliminating the threat of secession and destroying the institution of slavery. It raised questions that remain central to our understanding of ourselves as a people and a nation – the balance of power between local and national authority, the boundaries of citizenship, and the meanings of freedom and equality. This XSeries will examine the causes of the war, the road to secession, the conduct of the Civil War, the coming of emancipation, and the struggle after the war to breathe meaning into the promise of freedom for four million emancipated slaves. One theme throughout the series is what might be called the politics of history – how the world in which a historian lives affects his or her view of the past, and how historical interpretations reinforce or challenge the social order of the present. History"
Innovation Strategies for Electric Mobility: The StreetScooter Case,RWTH Aachen University,Intermediate,https://www.edx.org/course/innovation-strategies-for-electric-mobility-the-st,Help your organization develop the strategies needed to become a front-runner of innovation in electric mobility and beyond.,"Learn about the tools and methods that can be employed to understand and identify customer needs as well as the processes that companies can set in place to foster and launch successful technological innovations. A special emphasis will be placed on analyzing how companies can benefit from entrepreneurial thinking to innovate more successfully and on understanding how they can build entire ecosystems around their products and services. The theoretical knowledge will be transferred and applied to a recent, highly successful technological innovation from Germany: The StreetScooter, an electric delivery vehicle of Deutsche Post DHL. This self-paced course consists of eight consecutive parts: The course will provide you with an in-depth understanding of the process of technology and innovation management. Specifically, the course will familiarize you with state-of-the-art tools, methods, and theories and help you understand how these may be used to solve and organize complex innovation challenges, placing a special emphasis on interdisciplinary thinking at the intersection of management and technology. After completing this course, you will improve your career qualifications as Business Development Manager , Change Manager or Innovation Manager. Professionals from the industries of the Automotive,Information Technology,Finance,Health Care,Telecommunication and the Energy sector have already completed the course. Business & Management"
Sustainable Energy,Massachusetts Institute of Technology,Advanced,https://www.edx.org/course/sustainable-energy,"Learn to critically analyze modern energy technologies from engineering and socio-political perspectives, and gain the skills necessary to help the world meet rising energy demand while reducing carbon dioxide and other greenhouse gas emissions driving climate change","Climate change is an urgent global challenge demanding engineering solutions and large-scale, systems-oriented coordination. In Sustainable Energy, you’ll join thousands of global learners in examining conventional and renewable energy generation technologies, studying how they are deployed throughout the world, and evaluating their roles in the future energy landscape. Technologies include solar power, wind power, storage, nuclear power, hydropower, and bioenergy.In addition to technological components, you’ll become familiar with the economic, political, and social dimensions of energy project planning. Professionals from diverse backgrounds must work together to determine pathways to decarbonization amidst scientific uncertainty and unique geopolitical challenges. You will be presented with advanced tools and strategies to explore pathways to decarbonization in specific contexts, and to build consensus among stakeholders.The course is instructed by Michael Golay, Professor of Nuclear Science and Engineering at the Massachusetts Institute of Technology. Additional experts in various technologies will offer guest lectures, including:Dr. Patrick Brown, National Renewable Energy LabDr. Diane Rigos, MIT Energy InitiativeDr. Alex Kalmikov, Independent ConsultantDr. Francis O' Sullivan, Orsted North AmericaDr. Charles Forsberg, MIT Department of Nuclear Science and EngineeringDr. Donald Sadoway, MIT Department of Materials Science and EngineeringDr. Dennis Whyte, MIT Plasma Science and Fusion CenterDr. Zach Hartwig, MIT Plasma Science and Fusion CenterDr. Gregory Stephanopoulos, MIT Department of Chemical EngineeringDr. Vrushank Phadnis, MIT Department of Mechanical EngineeringDr. Jessika Trancik, MIT Institute for Data, Systems, and SocietyThis is the course as taught to MIT students remotely during Fall 2020 in response to the COVID-19 pandemic.Course image is the cover to Sustainable Energy, Choosing Among Options, second edition, reprinted courtesy of The MIT Press. Energy & Earth Sciences"
Designing and Leading Learning Systems,The University of Michigan,Advanced,https://www.edx.org/course/designing-and-leading-learning-systems,"Learn leading strategies for educational innovation to improve practice, raise student performance, and reduce achievement gaps.","Pursuing goals for ambitious teaching and learning requires that students, teachers, and educational leaders learn to work together in new ways. This course engages learners in exploring four leading logics of educational innovation: strategies and approaches to producing and using knowledge to improve educational practice and outcomes at scale, across many classrooms, schools, and systems. These logics include:Each of these logics has been used successfully in different types of classrooms, schools, and systems, though each also features traps and pitfalls that complicate universal usage.To understand both their potential and their pitfalls, learners will apply these logics in analyzing exemplary cases of large-scale, practice-focused educational innovation in the US and abroad.With deeper understandings of these logics, learners will be able to be strategic in designing and managing local innovation. They will also be able to identify external programs and projects that can serve as effective partners in innovation and improvement.This course is part of the Leading Educational Innovation and Improvement MicroMasters Program offered by MichiganX. Education & Teacher Training"
How the U.S. Government Works & How to Get Involved,Georgetown University,Beginner,https://www.edx.org/course/how-the-us-government-works-how-to-get-involved,"This is not your average government class: Our primer offers an overview of the basics, how they apply today, plus the tools you need to make your voice heard.","Feeling overwhelmed by modern-day politics? Looking to get involved but not sure where—or how—to start? Wondering what you can do to channel your energy into action and make a difference? This course is for you. Led by expert faculty from Georgetown University, How the Government Works & How to Get Involved offers a refresher on the fundamentals of American government in the context of what’s happening right now. You’ll leave the course with the tools you need to become an engaged, empowered citizen and make your voice heard.  This course will cover a range of topics including the structure, function, and organization of the three branches of government, proven strategies to influence government, the relationship between the government and the media, American foreign policy, and how U.S. citizens can actively participate in shaping the government.  How the U.S. Government Works & How to Get Involved is a self-paced course, which allows you to progress through the content at your own speed.By successfully completing this course you will be able to:   Social Sciences"
Inspiring and Motivating Arts and Culture Teams,The University of Michigan,Beginner,https://www.edx.org/course/inspiring-and-motivating-arts-and-culture-teams,"Learn critical leadership skills that enable you to inspire and motivate individuals and teams, specifically in arts and culture organizations.","Offered by the Ross School of Business at the University of Michigan in collaboration with National Arts Strategies , this course focuses on equipping leaders in the cultural sector with the critical skills for inspiring employee engagement and performance while motivating people to adjust behavior and embrace change.You will learn how to create a shared vision for your team and effectively communicate it to your teammates. You will also learn how to set effective goals and expectations in a way that best enables your team to attain the shared vision. Finally, you will understand the most important needs and drivers of performance across cultures, and will learn to align rewards with desired behaviors so that your teammates are motivated to attain the team’s objectives.Motivation represents a crucial challenge for contemporary organizations. A recent Gallup poll revealed that only 13% of workers worldwide exhibit high levels of engagement and motivation. We will show you why these motivation problems are not simply due to a “bad” or “unmotivated” team member. Rather, motivation is very much driven by what work conditions we create for our teammates, how we structure goals and objectives, and how we reward people for the accomplishment of those goals. This course will help you diagnose and solve motivation problems so that you can bring out the best in your people.This course features lessons from both University of Michigan, Ross School of Business faculty and practitioners in the arts and culture field. Leaders such as Franci Phelan (Kennedy Center), Aaron Dworkin (UM School of Music, Theatre and Dance) and Tim Cynova (Fractured Atlas) share their stories on effective leadership and HR practices in the cultural sector. Business & Management"
Principles of Microeconomics: An Economist Way of Thinking,The University of Queensland,Intermediate,https://www.edx.org/course/principles-of-microeconomics,"Explore the fundamentals of microeconomics including economic efficiency, scarcity and opportunity costs. This course will set you up to think like an economist and to identify how economics relates to the everyday choices we make.","Recent global economic and non-economic events have highlighted the importance of informed and well reasoned decision making of resource allocation and efficiency. This course focuses on how decision making units within the economy (e.g., consumers, firms, government departments) make choices and how choices can be made in a way that makes best possible use of limited available resources. Since life is in large part about making choices, this course will help you to understand why the world is the way it is, and in so doing, shed light on how it might be changed for the better. ****Firstly the course equips you to think and see the world like an economist. Topic areas include advancing your knowledge in comparative advantage and opportunity cost. The next area, supply and demand, focuses on how choices are made in a market system and how an economic system coordinates many rational choices of self-interested decision-makers. You will explore the application of economic theory and economic efficiency of competitive markets, as well as consumer and producer surplus and deadweight loss.This MOOC is part of the Professional Certificate in Microeconomics. We recommend that you explore the other two courses of the program, Competitive and Imperfectly Competitive Markets and Social Microeconomics. The program is based on a core microeconomics course taught on campus at The University of Queensland. Don't wait to enroll and begin learning from industry experts now! ****If you are interested in pursuing economics further, UQx provides an accompanying Professional Certificate in Macroeconomics program running in parallel to this course. Building on your knowledge of microeconomics with this additional program will provide you with a strong foundation of economics.Overall, this course is for everyone, whether you are studying at university, a career professional interested in expanding your economic knowledge, or simply curious about global economic behaviour and what influences it.The topics that are covered within this course include: Economics & Finance"
A System View of Communications: From Signals to Packets (Part 1),The Hong Kong University of Science and Technology,Beginner,https://www.edx.org/course/a-system-view-of-communications-from-signals-to-pa,"Explore the tradeoffs in designing communication systems like mobile phones, and the engineering tools to handle them.","Have you ever wondered how information is transmitted using your mobile phone or a WiFi hotspot? This Beginner course seeks to enable you to understand the basic engineering tools used and tradeoffs encountered in the design of these communication systems.This course is divided into three parts. In Part 1, we examine the point-to-point link, which communicates information from a single transmitter to a single receiver. Part 2 examines how multiple transmitters can share the same physical channel. Part 3 discusses how information can be transmitted reliably from one station to another over a network that connects multiple stations. Online interactive exercises are included to help build your intuition.This course was inspired by and built upon the course 6.02 Digital Communication Systems developed at MIT, which Prof Bertram Shi worked on during his sabbatical in 2009.In this course, you will: Computer Science"
"Invasions, Rebellions, and the Fall of Imperial China",Harvard University,Beginner,https://www.edx.org/course/invasions-rebellions-and-the-fall-of-imperial-chin,"An overview of modern Chinese history, including the fall of the Qing and the end of imperial China.","In the 18th century, the Qing Dynasty is at its height; it is the wealthiest, most powerful,most civilized state on earth. And yet the 19th century brought enormous challenges for the Qing and for the place we call China. By the 20th century, a 2,000-year imperial tradition is gone. What happened? In this overview of modern Chinese history, you’ll learn about the Qing was forced to engage with the West, the impact of imperialism and dynastic decline, and, ultimately, the causes of the Qing dynasty’s fall. This course will cover the effects of opium, how the Qing responded to that epidemic, and how the opium war brought fundamental changes to the country. You’ll also learn about the introduction of Christianity in this period, and about the ideology of Chinese salvation. This is a time when intellectuals were wrestling with new western ideas and new western technologies. This course will help you to understand how China engaged with the West, and how this confrontation still resonates today. History"
AP® English Literature & Composition – Part 3: Plays,"University of California, Berkeley",Beginner,https://www.edx.org/course/ap-english-literature-composition-part-3-plays,Enhance your reading and writing skills as you interpret and learn about plays in preparation for the AP® English Literature & Composition exam.,"This course prepares you to read more deeply and write more clearly about works of literature. This course will focus on great pieces of drama and how we read and interpret them. We will discuss the works of William Shakespeare and Edmond Rostand. Through an engaging collection of videos, authentic readings, and support material from a variety of sources, you will learn to appreciate literature from different genres.You will broaden your vocabulary while you sharpen your academic and creative writing skills. Interaction with other students will help you to refine your thinking about the reading and writing as well. You will learn to write under time pressure, and have the opportunity to complete practice assignments that are similar to those you will find on the AP examination.There are no prerequisites; you don’t have to take the AP exam to join the course. If you want to learn about literature and writing, this course is for you. Humanities"
Proteins: Biology's Workforce,Rice University,Intermediate,https://www.edx.org/course/proteins-biologys-workforce,Learn how the protein you eat keeps you alive and healthy by powering key functions from metabolism to DNA replication.,"Protein is found in virtually every part of your body. At least 10,000 different proteins make you what you are and keep you that way.In this biology course you will learn how proteins drive almost all living processes.Proteins manufactured by cells perform a broad range of essential functions — the molecular workforce of living organisms.You will learn how proteins are the cellular manifestation of genetic information. They are assembled into a polymeric structure from monomers derived in part from components in our diet. Proteins catalyze metabolic reactions, replicate DNA, respond to stimuli, provide movement, and much more. Using video lectures, articles, case studies, and molecular models, we will explore how proteins are constructed, how they fold into 3-dimensional shapes, the kinds of bonds that hold these folded structures together, and the immense range of roles that proteins assume ‑ from structural proteins found in muscle to catalysts for cellular chemical reactions.Purification and characterization are essential to understand protein structure and function, and we will identify a variety of methods to uncover how these tiny machines drive almost all living processes. Biology & Life Sciences"
Linear Algebra I: Linear Equations,The Georgia Institute of Technology,Intermediate,https://www.edx.org/course/linear-equations-part-1,"This course takes you through the first three weeks of MATH 1554, Linear Algebra, as taught in the School of Mathematics at The Georgia Institute of Technology.","Systems of equations live at the heart of linear algebra. In this course you will explore fundamental concepts by exploring definitions and theorems that give a basis for this subject. At the start of this course we introduce systems of linear equations and a systematic method for solving them. This algorithm will be used for computations throughout the course as you investigate applications of linear algebra and more complex algorithms for analyzing them. Later in this course you will later see how a system of linear equations can be represented in other ways, which can reduce problems involving linear combinations of vectors to approaches that involve systems of linear equations. Towards the end of the course we explore linear independence and linear transformations. They have an essential role throughout our course and in applications of linear algebra to many areas of industry, science, and engineering. __Upon completion of this course, learners will be able to:  Math"
"Fundamentals of Biomedical Imaging: Ultrasounds, X-ray, positron emission tomography (PET) and applications",École polytechnique fédérale de Lausanne,Advanced,https://www.edx.org/course/fundamentals-of-biomedical-imaging-ultrasounds-x-r,"Learn how principles of basic science are integrated into major biomedical imaging modalities and the different techniques used, such as X-ray computed tomography (CT), ultrasounds and positron emission tomography (PET).","This physics course covers the physical principles of major in vivo bio-imaging modalities and the different imaging techniques.After a short study of ultrasound imaging, you will learn about the different X-ray imaging techniques. The understanding of the interaction of X-rays with tissue will lead to the study of three different techniques:This course shows how existing physical principles transcend into bio-imaging and establish an important link into life sciences, illustrating the contributions physics can make to life sciences. Practical examples will be shown to illustrate the respective imaging modality, its use, premise and limitations, and biological safety will be touched upon.During this course, you will develop a good understanding of the mechanisms leading to tissue contrast of the bio-imaging modalities covered in this course, including the inner workings of the scanner and how they define the range of possible biomedical applications. You will be able to judge which imaging modality is adequate for specific life science needs and to understand the limits and promises of each modality.To learn more about biomedical imaging, join us in the second part of this course Biomedical Imaging: Magnetic Resonance Imaging (MRI). Engineering"
Sustainable Food Systems: A Mediterranean Perspective,SDG Academy,Intermediate,https://www.edx.org/course/sustainable-food-systems-a-mediterranean-perspecti,"How do we produce more, better quality, and safer food while simultaneously achieving social and environmental goals?","The Mediterranean region is one of the most biodiverse in the world, home to a complex and intricate patchwork of cultures, climates, and cuisines. Food systems in the region -- represented worldwide by the ""Mediterranean diet"" -- are equally complex, demanding analysis across the political, social, cultural, economic and nutritional spectrums from landscape to table.The ability of Mediterranean agriculture to sustain its peoples -- and the planet -- is now threatened by several issues:This course discusses the challenges and opportunities of the agricultural sector in the Mediterranean basin. It summarizes global-to-local challenges related to achievement of the Sustainable Development Goals (SDG); outlines the history and culture of agriculture and its main characteristics with a focus on the ""Mediterranean diet""; explains agricultural data with a focus on rural development models and value creation; explores EU policy frameworks and international agreements related to food and agriculture in the Mediterranean; and highlights emerging opportunities linked to innovation and sustainability in the sector.This course is for:Want to learn more about sustainable food and nutrition around the world? Check out the SDG Academy course ""Feeding a Hungry Planet: Agriculture, Nutrition and Sustainability.""Additional educational resources developed by the Food and Agriculture Organization of the United Nations (FAO) are provided in each module. Food & Nutrition"
Scripting and Programming Foundations,Western Governors University,Beginner,https://www.edx.org/course/scripting-and-programming-foundations,"This course is an introduction to programming theory, covering basic elements such as variables, data types, flow control, and design concepts. The course is language-agnostic in nature, ending in a survey of languages and introduces the distinction between interpreted and compiled languages.","Computer programs are abundant in many people's lives today, carrying out applications on smartphones, tablets, and laptops, powering businesses, helping cars drive and planes fly, and much more. The course introduces computational thinking and algorithms, a sequence of instructions that solves a problem. Computational or mathematical thinking became increasingly important throughout the industrial age to enable people to successfully live and work. In the information age, computational thinking and algorithms will continue to be increasingly critical for work and everyday life. Beyond business and personal computing devices such as PCs, tablets, and smartphones, embedded computers exist invisibly in nearly anything electrical today (e.g., TVs, cars, printers, thermostats, satellites, etc.) and require scripting and programming of instructions to perform efficiently.In this course, you will learn about the following concepts:  Computer Science"
Using GPUs to Scale and Speed-up Deep Learning,IBM,Intermediate,https://www.edx.org/course/using-gpus-to-scale-and-speed-up-deep-learning,"Training complex deep learning models with large datasets takes along time. In this course, you will learn how to use accelerated GPU hardware to overcome the scalability problem in deep learning.","Training acomplex deep learning model with a very large datasetcan take hours, days and occasionally weeks to train. So, what is the solution? Accelerated hardware.You can use accelerated hardware such as Google’s Tensor Processing Unit(TPU) or Nvidia GPU to accelerateyourconvolutional neural network computations timeon the Cloud. These chips arespecifically designed to support the training of neural networks, as well as the use of trained networks(inference).Accelerated hardware has recently been proven to significantly reduce training time.But the problem is that your datamight be sensitiveand you may not feel comfortable uploading iton apublic cloud, preferring to analyze it on-premise.In this case, youneed to use an in-house system withGPU support. One solution isto useIBM’s Power SystemswithNvidia GPU andPowerAI. ThePowerAIplatform supports popular machine learning libraries and dependencies including Tensorflow, Caffe, Torch, and Theano.In this course, you'll understand what GPU-based accelerated hardware is and how it can benefit your deep learning scaling needs. You'll also deploydeep learning networks on GPU accelerated hardware for several problems, including the classification ofimages and videos. Data Analysis & Statistics"
StudioX: Creating a Course with edX Studio,edX,Beginner,https://www.edx.org/course/studiox-creating-a-course-with-edx-studio,Learn the fundamentals of creating courses on the edX platform using edX Studio.,"In this course, we will introduce you to edX Studio, edX’s course-authoring tool. This course is ideal for course authors and course teams interested in uncovering the nuts and bolts of building an edX course. We will cover everything you need to know to successfully create your first course on the edX platform, including:Through engaging activities and hands-on learning, this course will walk you through the course development process directly in Studio. Education & Teacher Training"
The Power of Data,Rolls-Royce,Beginner,https://www.edx.org/course/the-power-of-data,"'The power of data’ is an interactive introduction to data and why it matters, with a focus on data analytics. In under an hour, you'll discover what data is and how it improves our world, through a series of animations, case studies and tips. You’ll learn that to get the most from your data, you need to go on a journey, gaining insight along the way. This course highlights key factors relating to collecting, sharing, analysing and generating value from data.","Key course outcomes:High level overview of the data journey and how it helps you gain information and then knowledge on a specific process, service or piece of equipment.Gain an appreciation of how businesses get value from finding, sharing and analysing data.Gain an overview of key terms used within data analytics.Acquired additional learning pathways to further your learning within the space of data and digital.By the end of this session you will be able to: Data Analysis & Statistics"
Drones and Autonomous Systems 2: Applications in Emergency Management,University of Maryland Global Campus-University System of Maryland,Intermediate,https://www.edx.org/course/drones-and-autonomous-systems-2-applications-in-em,"Learn the latest applications of unmanned aerial systems (UAS) in emergency management, public safety, and industry, as well as the potential risks UAS pose to safety and privacy.","If you want to be the technology specialist who can procure and gain insight into cutting edge systems to help save lives and cut disaster losses, this Professional Certificate provides the foundational knowledge you need. It is designed for recreational hobbyists, certified remote pilots, commercial operators, and public safety and government users. This course covers unmanned aerial systems (UAS) to include drones and autonomous aerial vehicles, sensors, communications, ground control, navigation and other payloads that rely on complex algorithms that can be applied for protecting and saving lives and property. In this edX Professional Certificate, you will learn the importance of autonomous systems and drone technologies that bring speed, efficiency and affordable solutions to disaster response and management. Topics include the use of drones by emergency managers, first responders, and search and rescue personnel responding to natural and manmade disasters. No previous knowledge of drones or flight experience is required. Join as you start your drone journey. Taught by highly experienced instructors and practitioners in military and civil UAS operations, practical applications, systems design, and emergency management planning, this course will provide the novice, subject-matter expert analyst, planner and operational associate with the technical understanding for infusing drone solutions into emergency management and planning. Additionally, those who have a curiosity or general interest in drones, be it casual or in-depth, will benefit from this course to gain insight into emergency management, homeland security, and intelligence applications. Science"
MathTrackX: Differential Calculus,University of Adelaide,Beginner,https://www.edx.org/course/mathtrackx-differential-calculus,Discover concepts and techniques relating to differentiation and how they can be applied to solve real world problems.,"This course is part three of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.This course will cover basic concepts and techniques relating to differentiation; a fundamental tool of calculus. Derivatives are key to the understanding of rates of change, that is the extent to which a function responds to changes in a dependent variable.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will cover concepts and techniques to provide a foundation for the applications of differentiation in STEM related careers and/or further study at the undergraduate level.Join us as we provide opportunities to develop your skills and confidence in applying mathematics to solve real world problems. Math"
Global China: From the Mongols to the Ming,Harvard University,Beginner,https://www.edx.org/course/global-china-from-the-mongols-to-the-ming,Explore the impact of the conquest dynasties and the world of the Ming.,"In the 13th century, by force of arms, the Mongols created the greatest empire in human history. Yet by the end of the Ming dynasty in the late 16th century, a new global economy emerged. New World silver brought together the Americas, Europe, and East Asia, and the intellectuals of East and West began to speak to each other directly. The founding of the Ming and the growth of the global silver trade spurred changes in social and political spheres, and the late Ming period brought new literature, philosophies, and religions, with shifting roles for women. This course, part of a collection on the history and culture of China, will cover the Mongol’s large, multi-ethnic empire and the social, political, and cultural changes during the Ming dynasty. From early Mongol life at China’s northern border to the rise of Genghis Khan, we’ll take a deep dive into the territorial expansion of these traditionally nomadic people. The establishment of a truly global China set the stage for even greater changes in the modern era. Enroll now to understand the context for these changes, and how the economic and political realities of today’s China originated in the region centuries ago. History"
Leaders in Citizen Security and Justice Management for the Caribbean,Inter-American Development Bank,Intermediate,https://www.edx.org/course/leaders-in-citizen-security-and-justice-management,"Learn about the latest in prevention, police and justice modernization, and social rehabilitation.","The high rates of crime and violence are two of the main challenges that affect the citizens of Latin America and the Caribbean. That is why the public policies of citizen security are prioritized in the agendas of the governments of the region. To improve the effectiveness of these policies, it is essential to have an informed civil society making sure that social rights are respected and that the rule of law is fulfilled under a regime of democratic governance. Hence the importance of making this material available to the general public, which allows knowing both the theoretical concepts and what is currently being done in practice in terms of the implementation of citizen security and justice policies in the region.In particular, the course provides applied knowledge and technical tools for the design, implementation, and evaluation of programs aimed at strengthening the different links that make up the criminal justice system: prevention of crime and violence; crime deterrence; law enforcement; crime judicialization and social rehabilitation of prisoners.It is expected that this course will create awareness among public officials, authorities, academics, journalists, civil society and the public interested in citizen security and justice issues in Latin America and the Caribbean, on the intersectoral nature of policies that seek to improve the services of social prevention of violence, police, prosecutor’s offices, and prisons.The course was jointly designed by the IDB and the consortium of universities of Chile, John Jay College of Criminal Justice in New York and FADISMA in Brasil. Social Sciences"
Computational Neuroscience: Neuronal Dynamics of Cognition,École polytechnique fédérale de Lausanne,Advanced,https://www.edx.org/course/computational-neuroscience-neuronal-dynamics-of-co,This course explains the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of interacting neurons.,"What happens in your brain when you make a decision? And what happens if you recall a memory from your last vacation? Why is our perception of simple objects sometimes strangely distorted? How can millions of neurons in the brain work together without a central control unit? This course explains the mathematical and computational models that are used in the field of theoretical neuroscience to answer the above questions. The core of the answer to cognition may lie in the collective dynamics of thousands of interacting neurons - and these dynamics are mathematically analyzed in this course using methods such as mean-field theory and non-linear differential equations.By the end of the course,you willbe able to:  Biology & Life Sciences"
Cities and the Challenge of Sustainable Development,SDG Academy,Beginner,https://www.edx.org/course/cities-and-the-challenge-of-sustainable-developmen,What is a sustainable city? Learn the basics here.,"According to the United Nations, urbanization and population growth could result in an increase of 2.5 billion people into urban populations by 2050, with associated impacts ranging from increased transportation needs to more building. How do we make cities sustainable to support this growth? In this mini-series, learn the challenges of local governments to adapt to new technologies, energy systems, modes of transportation and more in order to build the sustainable cities of the 21st century. This mini-series is a companion piece to the SDG Academy's full-length Sustainable Cities course. This course is for:  Environmental Studies"
MathTrackX: Special Functions,University of Adelaide,Beginner,https://www.edx.org/course/mathtrackx-special-functions,"Understand trigonometric, exponential and logarithmic functions and how they can be applied in the real world.","This course is part two of the MathTrackX XSeries Program which has been designed to provide you with a solid foundation in mathematical fundamentals and how they can be applied in the real world.Guided by experts from the School of Mathematics and the Maths Learning Centre at the University of Adelaide, this course will continue the study of functions initiated in the course Polynomials, Functions and Graphs by moving into trigonometric functions, exponential functions, and logarithmic functions.Trigonometric functions are extremely important in applications of mathematics to study situations involving periodic phenomena such as tidal flow. Exponential and logarithmic functions have many uses in applications of mathematics to biology, business and economics, physics and other areas.Join us as we provide opportunities to develop your skills and confidence in applying mathematical functions. Math"