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@dlab-berkeley

D-Lab

The social science data lab at UC Berkeley

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  1. Python-Fundamentals Python-Fundamentals Public

    D-Lab's 6-part, 12-hour introduction to Python. Learn how to create variables, use methods and functions, work with if-statements and for-loops, and do data analysis with Pandas, using Python and J…

    Jupyter Notebook 59 27

  2. R-Fundamentals R-Fundamentals Public

    D-Lab's 4 part, 8 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations, use control flow structures, and more, using R in RS…

    R 42 15

  3. Bash-Git Bash-Git Public

    D-Lab's 3 hour introduction to basic Bash commands and using version control with Git and Github.

    136 85

  4. Qualtrics-Fundamentals-Legacy Qualtrics-Fundamentals-Legacy Public

    D-Lab's 3 hour introduction to Qualtrics Fundamentals. Learn how to design and manage your own surveys in Qualtrics.

    15 5

  5. Stata-Fundamentals Stata-Fundamentals Public

    D-Lab's 9 hour introduction to performing data analysis with Stata. Learn how to program, conduct data analysis, create visualization, and conduct statistical analyses in Stata.

    Stata 91 43

  6. Excel-Fundamentals Excel-Fundamentals Public

    D-Lab's six-hour introduction to the basics of Microsoft Excel (with support materials for Google Sheets). Learn Excel functions for handling text, math, dates, logic, and calculations; learn to cr…

    21 7

Repositories

Showing 10 of 134 repositories
  • Getting_Started_with_AI Public

    D-Lab's 1 hour introduction to AI tools for beginners. An overview of the AI tool landscape and a quickstart guide to start using them.

    dlab-berkeley/Getting_Started_with_AI’s past year of commit activity
    0 0 0 0 Updated Oct 27, 2025
  • COMPSS-211 Public

    Course materials for COMPSS211 at the UC Berkeley Master of Computational Social Science

    dlab-berkeley/COMPSS-211’s past year of commit activity
    Jupyter Notebook 2 5 0 0 Updated Oct 27, 2025
  • dlab-workshops Public

    Overview of D-Lab workshops and the order in which to take them.

    dlab-berkeley/dlab-workshops’s past year of commit activity
    HTML 0 1 0 0 Updated Oct 27, 2025
  • tableau-fundamentals Public
    dlab-berkeley/tableau-fundamentals’s past year of commit activity
    0 0 0 0 Updated Oct 24, 2025
  • R-CPH-Workshop Public

    D-Lab's 1.5 hour foray into R basics for CPH.

    dlab-berkeley/R-CPH-Workshop’s past year of commit activity
    0 0 0 0 Updated Oct 21, 2025
  • Python-Web-Scraping Public

    D-Lab's 2 hour introduction to web scraping in Python. Learn how to scrape HTML/CSS data from websites using Requests and Beautiful Soup.

    dlab-berkeley/Python-Web-Scraping’s past year of commit activity
    Jupyter Notebook 15 CC-BY-4.0 74 8 9 Updated Oct 21, 2025
  • Python-Machine-Learning Public

    D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn in Python.

    dlab-berkeley/Python-Machine-Learning’s past year of commit activity
    Jupyter Notebook 86 70 5 2 Updated Oct 15, 2025
  • Python-APIs-for-Large-Language-Models Public

    D-Lab's 2-hour introduction to using APIs to access Large Language Models. Learn API setup & authentication, API call formatting, creating structured outputs, and more.

    dlab-berkeley/Python-APIs-for-Large-Language-Models’s past year of commit activity
    Jupyter Notebook 5 4 0 1 Updated Oct 9, 2025
  • LLMs-Exploratory-Research Public

    D-Lab's 2-hour introduction to using LLMs for exploratory research.

    dlab-berkeley/LLMs-Exploratory-Research’s past year of commit activity
    7 2 1 0 Updated Sep 30, 2025
  • Git-Playground Public

    Practicing with Git.

    dlab-berkeley/Git-Playground’s past year of commit activity
    2 87 0 20 Updated Sep 22, 2025
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