flexible workload from 4 to 360h
valid certificate in your country
What will I learn?
This Sports Analytics Course equips you with practical tools to clean play-by-play data, estimate possessions, and build reliable rate metrics like offensive rating, defensive rating, and eFG%. You will learn to evaluate lineups, model shot selection using logistic regression, analyse game context effects, and transform advanced statistics into clear, actionable recommendations that enhance decisions and performance outcomes quickly.
Elevify advantages
Develop skills
- Basketball data cleaning: prepare reliable play-by-play datasets quickly.
- Possession and pace metrics: compute per-100 ratings for sharp comparisons.
- Shot selection analytics: map zones, eFG%, and expected points per shot.
- Lineup efficiency analysis: evaluate five-man units with robust net ratings.
- Context-based insights: spot score, quarter, and game-state performance shifts.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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