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@ds-modules

UC Berkeley Data Science Modules

A Working Collection of Jupyter Notebook Modules at UC Berkeley led by the College of Computing, Data Science, and Society (including DSUS, D-Lab, and BIDS).

Welcom to UC Berkeley Data Science Modules

History:

The UC Berkeley Modules Student Team was an early initiative of UC Berkeley Data Science Education that worked to create innovative new material - principally in Juptyer notebooks - to classes across the UC Berkeley Campus. The original vision was a combination of giving students a place to apply tools learned in the introductory Data 8 class, help instructors to build new curriculum for their courses, and provide an opportunity for professional development for students on the student teams. Over time the program has gone in many directions but has continued to build an extensive collection of notebooks, attracted studetns into the popular Data Science Major, and led to extensive training, documentation, and interdisciplinary collaborations.

License:

It has been our vision throughout the program that these materials are publicly licensed as open educational resources. Most repositories are licensed with MIT, BSD, or CC licenses which makes them free to use and adapt. If the materials you seek to use do not have a license please reach out and we will do our best to clarify the status.

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  1. core-resources core-resources Public

    Short examples and templates for common ds-module tasks

    Jupyter Notebook 12 22

  2. DS-Modules DS-Modules Public

    The official website for all of the modules developed by the Data Science Education Program.

    SCSS 13 3

  3. curriculum-guide curriculum-guide Public archive

    DEPRECATED Jupyter Book guide providing information about the Berkeley-managed Jupyterhubs and for creating/maintaining the data science curriculum. Find the new guide:

    Jupyter Notebook 5 7

Repositories

Showing 10 of 208 repositories
  • DEVP209 Public

    public repo for Development Practice

    ds-modules/DEVP209’s past year of commit activity
    Jupyter Notebook 0 BSD-3-Clause 0 0 0 Updated Jul 25, 2025
  • modules-textbook Public

    Textbook on how to create a DS Module and featured modules

    ds-modules/modules-textbook’s past year of commit activity
    Jupyter Notebook 1 1 0 0 Updated Jul 23, 2025
  • BUDS-SU25 Public
    ds-modules/BUDS-SU25’s past year of commit activity
    Jupyter Notebook 0 BSD-3-Clause 0 0 0 Updated Jul 23, 2025
  • MCB-32 Public

    UC Berkeley MCB 32 (Introduction to Human Physiology) Materials since Fall 2018

    ds-modules/MCB-32’s past year of commit activity
    Jupyter Notebook 2 BSD-3-Clause 6 0 0 Updated Jul 22, 2025
  • featured-modules Public

    Highlights of the UC Berkeley Data Science Modules up to Fall 2019

    ds-modules/featured-modules’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Jul 16, 2025
  • SmallLM-SP25 Public

    Small Language Models via GPT4All and OpenAI API

    ds-modules/SmallLM-SP25’s past year of commit activity
    Jupyter Notebook 1 BSD-3-Clause 1 0 0 Updated Jul 16, 2025
  • ds-modules.github.io Public

    Website for UC Berkeley Data Science modules

    ds-modules/ds-modules.github.io’s past year of commit activity
    CSS 1 MIT 1 0 0 Updated Jul 15, 2025
  • data Public

    Storage for large datasets

    ds-modules/data’s past year of commit activity
    0 1 0 0 Updated Jul 10, 2025
  • materials-fds-assets Public

    Assets for UC Berkeley Data 8 Spring 2022 notebooks

    ds-modules/materials-fds-assets’s past year of commit activity
    Python 0 1 0 0 Updated Jul 10, 2025
  • curriculum-guide Public archive

    DEPRECATED Jupyter Book guide providing information about the Berkeley-managed Jupyterhubs and for creating/maintaining the data science curriculum. Find the new guide:

    ds-modules/curriculum-guide’s past year of commit activity
    Jupyter Notebook 5 7 0 0 Updated Jul 9, 2025

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