from 4 to 360h flexible workload
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 develop reliable rate metrics such as offensive rating, defensive rating, and eFG%. You will learn to assess lineups, model shot selection using logistic regression, examine game context effects, and convert advanced statistics into straightforward, actionable recommendations that enhance decision-making and performance outcomes swiftly.
Elevify advantages
Develop skills
- Basketball data cleaning: prepare reliable play-by-play datasets quickly.
- Possession and pace metrics: compute per-100 ratings for accurate 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: identify score, quarter, and game-state performance shifts.
Suggested summary
Before starting, you can change the chapters and the 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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