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Cheatsheets on numerous topics ranging from DataScience | ML | DL | AI | Big Data.

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Update README.md
Dec 8, 2023
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99 Commits
100 NLP questions.pdf
100 NLP questions.pdf
Jan 5, 2022
100 excel tips.pdf
100 excel tips.pdf
Aug 20, 2021
1640940994823.pdf
1640940994823.pdf
Jan 9, 2022
1641617703554.pdf
1641617703554.pdf
Jan 8, 2022
1641637549425.pdf
1641637549425.pdf
Jan 8, 2022
1642010542843.pdf
1642010542843.pdf
Jan 13, 2022
2201.00650.pdf
2201.00650.pdf
Jan 4, 2022
Advanced Analytics with Power BI.pdf
Advanced Analytics with Power BI.pdf
Mar 11, 2022
Advanced Analytics with Tableau.pdf
Advanced Analytics with Tableau.pdf
May 10, 2022
Algorithms for Data Science | Follow Dr. Angshuman Ghosh.pdf
Algorithms for Data Science | Follow Dr. Angshuman Ghosh.pdf
Oct 22, 2020
Apache Spark with Delta Lake - Databricks Lang-EN.pdf
Apache Spark with Delta Lake - Databricks Lang-EN.pdf
Aug 23, 2021
Apache Spark with Delta Lake - Databricks Lang-JP.pdf
Apache Spark with Delta Lake - Databricks Lang-JP.pdf
Aug 23, 2021
Azure Machine Learning Cheat Sheet.pdf
Azure Machine Learning Cheat Sheet.pdf
Nov 15, 2021
BasicLinuxCommands.pdf
BasicLinuxCommands.pdf
Jan 15, 2021
Big Data Engineering Interview Questions.pdf
Big Data Engineering Interview Questions.pdf
Jun 21, 2021
CNN_Cheatsheetv2.pdf
CNN_Cheatsheetv2.pdf
Oct 27, 2020
CRISP-DM.pdf
CRISP-DM.pdf
Jan 12, 2021
Cheat Sheets!.pdf
Cheat Sheets!.pdf
Dec 28, 2020
Clean_Coding_Principles.pdf
Clean_Coding_Principles.pdf
Jan 3, 2021
Coding Interview Preparation.pdf
Coding Interview Preparation.pdf
Mar 11, 2021
Cross-site scripting (XSS) cheat sheet.pdf.pdf
Cross-site scripting (XSS) cheat sheet.pdf.pdf
Dec 2, 2021
DSA-revision-guide.pdf
DSA-revision-guide.pdf
Sep 26, 2021
Data Mining - Concepts and Techniques 3rd edition 2012.pdf
Data Mining - Concepts and Techniques 3rd edition 2012.pdf
Feb 21, 2022
Data Mining - Practical Machine Learning Tools and Techniques 3rd edition 2011.pdf
Data Mining - Practical Machine Learning Tools and Techniques 3rd edition 2011.pdf
Feb 21, 2022
Data Mining Algorithms - Explained Using R 2015.pdf
Data Mining Algorithms - Explained Using R 2015.pdf
Feb 21, 2022
Data Science Career Guide.pdf
Data Science Career Guide.pdf
Feb 15, 2022
Data Science Cheatsheet (v2.0).pdf
Data Science Cheatsheet (v2.0).pdf
Dec 9, 2021
Data Science Interview Questions for Top Tech Companies.pdf
Data Science Interview Questions for Top Tech Companies.pdf
Jun 21, 2022
Design Patterns.pdf
Design Patterns.pdf
Aug 5, 2022
Designing Machine Learning Systems with Python 2016.pdf
Designing Machine Learning Systems with Python 2016.pdf
Feb 21, 2022
DevOps Interview Questions.pdf
DevOps Interview Questions.pdf
Jul 1, 2022
Devops in python .pdf
Devops in python .pdf
Sep 26, 2021
Docker.pdf
Docker.pdf
Feb 25, 2022
EECS-2017-219.pdf
EECS-2017-219.pdf
Feb 21, 2022
Excel Cheat Sheet | Follow Dr. AngShuMan Ghosh for more.pdf
Excel Cheat Sheet | Follow Dr. AngShuMan Ghosh for more.pdf
Feb 7, 2021
Excel.pdf
Excel.pdf
Jan 4, 2022
HDFS_Shell_Commands_on_AWS.pdf
HDFS_Shell_Commands_on_AWS.pdf
Feb 11, 2021
Hadoop-Cheat-Sheet.png
Hadoop-Cheat-Sheet.png
Feb 5, 2021
How to handle database outages?.pdf
How to handle database outages?.pdf
Mar 22, 2022
IDL_notes.pdf
IDL_notes.pdf
Nov 29, 2021
Intermediate Python.pdf
Intermediate Python.pdf
May 18, 2021
Introducing Data Science.pdf
Introducing Data Science.pdf
Feb 23, 2021
Jane Street Interviews - Probability Refresher.pdf
Jane Street Interviews - Probability Refresher.pdf
Sep 26, 2021
Jetson, Jetpack, NGC, TensorRT, Deepstream.pdf
Jetson, Jetpack, NGC, TensorRT, Deepstream.pdf
Jan 18, 2022
Jupyter_Notebook_Cheat_Sheet.pdf
Jupyter_Notebook_Cheat_Sheet.pdf
Aug 4, 2020
Keras_Cheat_Sheet_Python.pdf
Keras_Cheat_Sheet_Python.pdf
Aug 4, 2020
Kimball_The-Data-Warehouse-Toolkit-3rd-Edition.pdf
Kimball_The-Data-Warehouse-Toolkit-3rd-Edition.pdf
Apr 8, 2022
Kubernetes cheat sheet. Good one for quick reference!.pdf
Kubernetes cheat sheet. Good one for quick reference!.pdf
Dec 17, 2020
LFS-BOOK-11.3.pdf
LFS-BOOK-11.3.pdf
Jun 25, 2023
Large Language Model Cheat Sheet.pdf
Large Language Model Cheat Sheet.pdf
Mar 10, 2023
Learn Apache Spark with Python.pdf
Learn Apache Spark with Python.pdf
Dec 17, 2021
Linux commands for reference. .pdf
Linux commands for reference. .pdf
Nov 9, 2020
ML system design.pdf
ML system design.pdf
Jan 2, 2022
MLOps Guide by Google | Follow Dr. Angshu (@drangshu) .pdf
MLOps Guide by Google | Follow Dr. Angshu (@drangshu) .pdf
Oct 15, 2021
Machine Learning Performance Improvement Cheat Sheet 2016.pdf
Machine Learning Performance Improvement Cheat Sheet 2016.pdf
Feb 21, 2022
Mulththreading Interview Questions.pdf
Mulththreading Interview Questions.pdf
May 9, 2022
NFTs (Non-fungible Tokens) explained.pdf
NFTs (Non-fungible Tokens) explained.pdf
Mar 5, 2022
Natural Language Processing for Social Media 2015.pdf
Natural Language Processing for Social Media 2015.pdf
Feb 21, 2022
Numpy_Python_Cheat_Sheet.pdf
Numpy_Python_Cheat_Sheet.pdf
Aug 4, 2020
OpenCV shortcuts.pdf
OpenCV shortcuts.pdf
Nov 23, 2021
Pig-Basics-Cheat-Sheet.jpg
Pig-Basics-Cheat-Sheet.jpg
Feb 5, 2021
Plotly.pdf
Plotly.pdf
Feb 6, 2021
PostgreSQL.pdf
PostgreSQL.pdf
Jan 25, 2021
Practical MLOps.pdf
Practical MLOps.pdf
Jan 17, 2022
Probability Cheat Sheet.pdf
Probability Cheat Sheet.pdf
Mar 16, 2021
PySpark_CheatSheet.png
PySpark_CheatSheet.png
Feb 5, 2021
PySpark_Cheat_Sheet_Python.pdf
PySpark_Cheat_Sheet_Python.pdf
Aug 4, 2020
PySpark_SQL_Cheat_Sheet_Python.pdf
PySpark_SQL_Cheat_Sheet_Python.pdf
Aug 4, 2020
PyTorch.pdf
PyTorch.pdf
Aug 4, 2021
Python Plotly Cheat Sheet.pdf
Python Plotly Cheat Sheet.pdf
Nov 14, 2020
Python Tools for Natural Language Processing.pdf
Python Tools for Natural Language Processing.pdf
Nov 20, 2021
Python_Matplotlib_Cheat_Sheet.pdf
Python_Matplotlib_Cheat_Sheet.pdf
Aug 4, 2020
Python_Pandas_Cheat_Sheet_2.pdf
Python_Pandas_Cheat_Sheet_2.pdf
Aug 4, 2020
Python_SciPy_Cheat_Sheet_Linear_Algebra.pdf
Python_SciPy_Cheat_Sheet_Linear_Algebra.pdf
Aug 4, 2020
R Shiny Cheat Sheet.pdf
R Shiny Cheat Sheet.pdf
Oct 22, 2020
README.md
README.md
Dec 8, 2023
Rasa Cheatsheet.pdf
Rasa Cheatsheet.pdf
Feb 28, 2021
SQL Complex query .pdf
SQL Complex query .pdf
Nov 16, 2022
SQL Thru Python.pdf
SQL Thru Python.pdf
Mar 22, 2022
SSH.pdf
SSH.pdf
Jul 21, 2022
Scikit_Learn_Cheat_Sheet_Python.pdf
Scikit_Learn_Cheat_Sheet_Python.pdf
Aug 4, 2020
Snorkel — Programmatically Build Training Data in Python.pdf
Snorkel — Programmatically Build Training Data in Python.pdf
Feb 25, 2022
Speech and Language Processing (3rd ed. draft) - Dan Jurafsky.pdf
Speech and Language Processing (3rd ed. draft) - Dan Jurafsky.pdf
May 15, 2021
Speech and Language Processing.pdf
Speech and Language Processing.pdf
Jan 18, 2022
Statistics Cheatsheet| Follow Dr. AngShuMan Ghosh for more.pdf
Statistics Cheatsheet| Follow Dr. AngShuMan Ghosh for more.pdf
Feb 1, 2021
System Design Basics Handbook.pdf
System Design Basics Handbook.pdf
Dec 29, 2021
System Design Interview Textbook.pdf
System Design Interview Textbook.pdf
Jan 1, 2022
Tableau - Which graph is right for you!.pdf
Tableau - Which graph is right for you!.pdf
Sep 3, 2021
Tableau-Cheat-Sheet.pdf
Tableau-Cheat-Sheet.pdf
Sep 3, 2021
Tableau-Desktop-basics.pdf
Tableau-Desktop-basics.pdf
Sep 3, 2021
TensorFlow .pdf
TensorFlow .pdf
Feb 6, 2021
Tensorflow Cheatsheet.pdf
Tensorflow Cheatsheet.pdf
Mar 28, 2021
The_Ultimate_Guide_to_ML_Ops_with_cheatsheet_0e8b9d67f7.pdf
The_Ultimate_Guide_to_ML_Ops_with_cheatsheet_0e8b9d67f7.pdf
Jan 21, 2022
Time complexity .pdf
Time complexity .pdf
Oct 28, 2022
Tricks and Tools for Git and GitHub.pdf
Tricks and Tools for Git and GitHub.pdf
Jan 2, 2022
ai4all.pdf
ai4all.pdf
Aug 4, 2020
az commands.pdf
az commands.pdf
Jan 10, 2022
bayesoptbook_a4.pdf
bayesoptbook_a4.pdf
Oct 31, 2021
bws_book.pdf
bws_book.pdf
May 25, 2023
comprehensive python cheatsheet.pdf
comprehensive python cheatsheet.pdf
Feb 6, 2022
conda-cheatsheet.pdf
conda-cheatsheet.pdf
Aug 4, 2020
cv_dl_resource_guide.pdf
cv_dl_resource_guide.pdf
Jan 1, 2021
data-wrangling-cheatsheet.pdf
data-wrangling-cheatsheet.pdf
Aug 4, 2020
data_science_cheatsheet
data_science_cheatsheet
Sep 30, 2020
datascience handbook.pdf
datascience handbook.pdf
Sep 26, 2020
dm.pdf
dm.pdf
Oct 10, 2021
docker-commands-cheatsheet.png
docker-commands-cheatsheet.png
Feb 5, 2021
ggplot2-cheatsheet.pdf
ggplot2-cheatsheet.pdf
Aug 4, 2020
git cheatsheet.jpg
git cheatsheet.jpg
Aug 16, 2020
hadoop-hdfs-commands-cheatsheet.pdf
hadoop-hdfs-commands-cheatsheet.pdf
Feb 5, 2021
image_87b6823c-a924-4e84-ae5a-2c19efe2067320200910_002518.jpg
image_87b6823c-a924-4e84-ae5a-2c19efe2067320200910_002518.jpg
Sep 9, 2020
image_deb3d93f-5f8f-4c89-98f1-1cf61e2cb21620220320_223605.jpg
image_deb3d93f-5f8f-4c89-98f1-1cf61e2cb21620220320_223605.jpg
Mar 20, 2022
javascript-beginner-handbook.pdf
javascript-beginner-handbook.pdf
Apr 2, 2021
linux-commands-handbook.pdf
linux-commands-handbook.pdf
Apr 2, 2021
pandas.pdf
pandas.pdf
Oct 23, 2020
python-handbook.pdf
python-handbook.pdf
Apr 2, 2021
react-beginners-handbook.pdf
react-beginners-handbook.pdf
Apr 2, 2021
rules of machine learning.pdf
rules of machine learning.pdf
Feb 18, 2021
using-matlab-with-python-cheat-sheet.pdf
using-matlab-with-python-cheat-sheet.pdf
Feb 11, 2021
vue-handbook.pdf
vue-handbook.pdf
Apr 2, 2021

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🚀 Cheatsheets for AI 🧑‍💻

Project Status: Active

All copyrights belong to the respective owners. 😊

Here you will also find:

  • Courses
  • Books
  • Communities
  • Hackathons
  • Projects
  • Content Creators to follow
  • Podcasts
  • Newsletters

Courses:

Free:

Kaggle Courses
Deep Learning with Fast AI Leetcode Challenges
Weights and Biases deployment
Langchain LLM development
Harvard Online Data Science Courses
Coursera Data Science Courses
Alex Freberg's Data Analyst Boot Camp

Paid:

DataExpert.io
Lonely Octopus
Analyst Builder
Codecademy
Data Camp
Data With Danny

Books

Ace The Data Science Interview
Building a Second Brain - Excellent guide for Productivity
Data Science Fundamentals by Joe Reis & Matt Housley
Designing Machine Learning Systems by Chip Huyen
Naked Statistics

Communities

Accountability with Meri Nova
Cohere Community
Roboflow Universe Community for Computer Vision ML
Chip Huyen's MLOps Community
EcZachly Data Engineering Community
DataTalks Club
AICamp

Hackathons

Hackathons hosted by Lablab
DevPost Hackathons

Free Projects

Kaggle Datasets
Project Pro
Data Camp Projects

Content Creators :

Linkedin :

Meri Nova - Data Science
Zach Wilson - Data Engineer
Daliana Liu - Data Science
Alex Freberg - Data Analytics
Jess Ramos - Data Analytics
Megan Lieu - Data Analytics
Danny Ma - SQL
Vin Vashishta - AI
Nick Singh - SQL & Interviews
Sundas Khalid - Data Science

Youtube:

Alex the Analyst
Charlotte Fraza - Computational Neuroscience
ByteByteGo System Design
Data with Zach
Ken Jee
Tina Huang
StatQuest by Josh Starmer

Tiktok:

Zach Wilson
Alex Freberg
Charlotte Chaze

Twitter

Meri Nova Alex Freberg
Zach Wilson
Daliana Liu
Vin Vashista
Nick Singh

Podcasts

Gradient Dissent by W&B
DataFramed Podcast
Towards Data Science Podcast
Practical AI
Chai Time Data Science
The Data Scientist Show
AI Chronicles

Newsletters

Towards Data Science Data Engineering Newsletter
ByteByte Go Newsletter System Design
Data Analysis Journal by Olga
Marvelous Mlops Newsletter
Ahead of AI by Sebastian Raschka
Underfitted by Santiago
Seattle Data Guy Substack
Deeplearning AI

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Cheatsheets on numerous topics ranging from DataScience | ML | DL | AI | Big Data.

Topics

linux kubernetes sql ai hadoop algorithms numpy excel bigdata plotly keras ml datascience pig dl

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