I’ve been asked a lot recently about resources for statistics courses and GitHub. Here’s a list of courses and resources from the GitHub Education community.
Resources
- Happy Git and GitHub for the useR: http://happygitwithr.com/ (Dr. Jennifer Brian, UBC)
- R Markdown Cheat Sheet
Courses:
- STAT 184: Introduction to R Programming: https://mdbeckman.github.io/Teaching/AY2016-17/stat184/stat184-fall2016.html (Dr. Matthew Beckman, Penn State)
- Introduction to statistics as a science of understanding and analyzing data: https://github.com/mine-cetinkaya-rundel/sta101-s16 (Dr. Mine Çetinkaya-Rundel, Duke)
- Data wrangling, exploration, and analysis with R: https://github.com/STAT545-UBC (Dr. Jennifer Brian, UBC)
- Climate change narratives: https://marclos.github.io/Climate_Change_Narratives/ (Dr. Marc Los Huertos, Pomona)
Data Sets:
- 538 Data: https://github.com/fivethirtyeight/data
- NOAH Compendium: http://www.noahcompendium.co.uk/
Student Examples
Going to cross post this with GitHub Pages thread, but wanted to add Dr. Marcos’s amazing student R projects in GitHub Pages as examples:
- Lodi California by Marisa Weinstock
- Oklahoma by Claudia Chandra
- O’ahu, Hawai’i by Kelli Kokame
- Alvin, Texas by Mireya Valencia
- Monroe County, Florida by Viraj Singh
- Barrow, Alaska by Katie Graham
- Ojai, California by Olivia Whitener
- Denver, Colorado by Thea Piccone
- New Orleans, Louisiana by Khalil Johnson
