Resources

City of LA COVID-19 Indicators GitHub repo
City of LA Data Science Best Practices
Markdown
Urban Institute's Index of Data Science Tools

Here are other data science workshop curriculum materials on GitHub.

GitHub

Software Carpentry Git intro https://github.com/swcarpentry/git-novice
UCLA ITS Data Camp git + GitHub slides

Python Curriculum

USC urban data science course (PPD 599): https://github.com/gboeing/ppd599
- Past lessons (Jupyter Notebooks)
- Overview of pandas dataframes
USC urban data science course (PPD 534): https://github.com/gboeing/ppd534
- Modules with notebooks used in lecture
UCLA ITS Data Camp: https://github.com/ucla-its/ucla-its-data-camp-2019
Software Carpetry Python tutorials:
- http://swcarpentry.github.io/python-novice-gapminder/
- https://swcarpentry.github.io/python-novice-inflammation/
Python altair docs
Python chart gallery using matplotlib, seaborn, and plotly

Python e-Books

Automate the Boring Stuff with Python
Python Data Science Handbook
Note that they wrote entire books using code (Markdown, etc), and it's hosted as a website (maybe even using GitHub pages)! The possibilities are endless!

R Curriculum

R Tidy Tuesday (R Visualizations) https://github.com/rfordatascience/tidytuesday
UT Austin R data visualization Class website with slides and Rmd worksheets and GitHub repo
RMarkdown docs
Urban Institute iterated RMarkdown factsheets

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