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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 51 28

  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 39 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.

    133 84

  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.

    14 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…

    16 7

Repositories

Showing 10 of 128 repositories
  • AI-Assisted-Coding-In-Python Public

    D-Lab's 2-hour workshop on AI-assisted coding in Visual Studio Code using GitHub Copilot and Python..

    dlab-berkeley/AI-Assisted-Coding-In-Python’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jul 30, 2025
  • AI-Assisted-Coding-In-R Public

    D-Lab's 2-hour workshop on AI-assisted coding in Visual Studio Code using GitHub Copilot and R.

    dlab-berkeley/AI-Assisted-Coding-In-R’s past year of commit activity
    9 5 1 0 Updated Jul 30, 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 0 0 0 0 Updated Jul 24, 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 Jul 23, 2025
  • prompt-engineering Public

    D-Lab's 1-hour introduction to prompt engineering with ChatGPT. Learn what prompt engineering is, best practices for prompting, and techniques to resolve errors.

    dlab-berkeley/prompt-engineering’s past year of commit activity
    Jupyter Notebook 1 1 0 0 Updated Jul 21, 2025
  • DIGHUM101-2025 Public

    Python Programming for Digital Humanities, UC Berkeley Summer 2025, taught by Merve Tekgurler

    dlab-berkeley/DIGHUM101-2025’s past year of commit activity
    Jupyter Notebook 5 6 0 0 Updated Jun 28, 2025
  • Python-NLP-Fundamentals Public

    D-Lab's introduction to NLP in Python. Learn how to preprocess text data, apply bag-of-words methods, engage with word embeddings, and more, using Python.

    dlab-berkeley/Python-NLP-Fundamentals’s past year of commit activity
    Jupyter Notebook 4 CC-BY-4.0 45 1 3 Updated Jun 17, 2025
  • Git-Playground Public

    This repository is for D-Lab workshops that require practicing with Git.

    dlab-berkeley/Git-Playground’s past year of commit activity
    2 61 0 12 Updated Jun 12, 2025
  • Git-Fundamentals Public

    This introductory workshop covers basics of Git using command line(Bash). We will cover key concepts and workflows, including version control, repository creation, branching, merging, and collaboration.

    dlab-berkeley/Git-Fundamentals’s past year of commit activity
    3 1 0 0 Updated Jun 12, 2025
  • 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 RStudio.

    dlab-berkeley/R-Fundamentals’s past year of commit activity
    R 39 15 1 0 Updated May 29, 2025
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