We’re collecting articles, skills training opportunities and modules, community groups, and more types of resources related to data science for the social good—and that address our three sub-themes of racial equity, health and the environment, and cities. Submit openly available resources you’d like to share via this form.
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Readings & Other Resources
- Wellness and mental health resource: Recovery International’s meeting materials
- Dr. Mirgain’s Mind-Body Skills for Well-being and Peak Performance
- Articles by Dr. Mirgain for UW Health
- Design Justice, an online book on the theory and practice of design justice in tech professions and throughout our world
- Humanitarian AI Distillation
- Humanitarian AI Catalog
- Data Feminism
- Book by Catherine D’Ignazio and Lauren F. Klein
- Infographics
- Ensuring All Students Can See Themselves in STEM
- A People’s Guide to AI
Skills Training & Modules
- Forecasting: Principles and Practice Online Textbook
- Scaling Up Empirical Research to Bigger Data with Python
- Overview and tutorials for nbdev, a library that allows you to develop a Python library in Jupyter Notebooks
- Dask.distributed set-up guide and documentation
Community Groups
- Big Data Madison Meetup
- WACM (UW-Madison chapter of ACM’s Women in Computing)
- Data for Black Lives
- Ida B. Wells Just Data Lab