Foundations and Data Infrastructure
Baseball Analytics
Introduction to baseball analytics, data sources, programming tools, and statistical fundamentals
6
Topics3
Beginner0
Advanced
Beginner
Baseball Data Sources and Infrastructure
Comprehensive guide to baseball data sources including Statcast, Retrosheet, Baseball Reference, Fan...
20 min
162
Beginner
Baseball Statistics Fundamentals
Master the fundamentals of baseball statistics including AVG, OBP, SLG, ERA, and traditional metrics...
15 min
320
Intermediate
Data Wrangling and Play-by-Play Analysis
Master data wrangling techniques for baseball play-by-play analysis, including Retrosheet parsing an...
20 min
218
Beginner
2
Introduction to Baseball Analytics and Sabermetrics
Learn the foundations of baseball analytics and sabermetrics, from Bill James to Moneyball and moder...
15 min
455
Intermediate
R and Python for Baseball Analytics
Learn R and Python programming for baseball analytics using baseballr, pybaseball, and the Lahman da...
25 min
349
Intermediate
Visualization for Baseball Analytics
Learn to create compelling baseball visualizations including heat maps, spray charts, and interactiv...
20 min
504