Data - Sources of data freely available online.
Books - a list of free books and resources, and a few non-free books.
Sports and Business Analytics. Below is a list of resources for those interested in getting started in sports or business analytics, including
- websites and twitter handles to follow for sports analytics
- resources for those who are interested in learning R, SQL, Tableau, and data analysis.
Football
Hockey
- Moneypuck: Website, Twitter
- Corsica: Website, Twitter, Guy who runs the Twitter, Blog
- HockeyViz: Website, Twitter
Baseball
R
- Download R: Most recent version for Windows, Other versions
- Download RStudio: Windows, Mac, Ubuntu, Fedora
- Coursera Data Science Courses (a couple of early courses have lots of R)
- Cheatsheets. Especially these: Base R, R Markdown, Shiny, Visualizations with ggplot2, LaTeX
SQL
Free version
- SQLcourse.com
- Code Academy. Home, SQL courses.
- You can request a free workspace from Oracle Application Express (APEX)
- W3 schools: Additional references
Free version
Introduction to Statistical Learning with applications in R. Good intro to lots of data analysis techniques, lots of examples in R. Free PDF version at that link.
LaTeX
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