Introduction to Sports Analytics

Great Sports Analytics Google Doc from former Guest Speaker

Sports Resources

⚾ Baseball

Websites

Twitter Accounts

Books

Additional Links

🏀 Basketball

Websites

Twitter Accounts

Books

Additional Links

🏈 Football

Websites

Twitter Accounts

Books

Additional Links

⚽ Soccer

Websites

Twitter Accounts

Books

🏒 Hockey

Websites

Twitter Accounts

Books

⛳ Miscellaneous

Websites

Twitter Accounts

Books

Technical Resources

Excel

Intro to Excel

Pivot Tables

Python

Intro to Python

Additional Links

Tableau

Intro to Tableau

R

Intro to R

R Data Visualizations

RShiny

SQL

Intro to SQL

GitHub

GitHub Links

JavaScript

JavaScript Links

Computer Science Basics

Statistics

Intro to Statistics

Correlation

Bayesian Statistics

Machine Learning

ML Preprocessing

ML Modeling