NFL Analytics Tutorials

Master football analytics with our comprehensive 45-chapter textbook

Part I: Foundations and Data Infrastructure

Learn the fundamentals of football analytics, data sources, and essential infrastructure for NFL data analysis.

Part II: Offensive Analytics

Deep dive into offensive metrics including passing efficiency, rushing analytics, EPA, and success rate.

Part III: Defensive Analytics

Comprehensive coverage of defensive metrics, coverage analysis, pass rush, and scheme evaluation.

Part IV: Special Teams and Situational Football

Analysis of kicking, punting, return game, and situational football analytics.

Part V: Game Theory and Strategic Analytics

Fourth down decisions, two-point conversions, clock management, and win probability models.

Part VI: Personnel Decisions and Player Evaluation

Player evaluation frameworks, draft analytics, salary cap analysis, and roster construction.

Part VII: Advanced Technical Methods

Machine learning, Bayesian methods, computer vision, tracking data, and simulation techniques.

Part VIII: College Football Analytics

College football data, recruiting analytics, and college-to-NFL transition analysis.

Part IX: Organizational Implementation

Building analytics departments, communication strategies, and case studies from NFL teams.

Part X: Future Directions and Emerging Topics

Emerging technologies, AI applications, and the future of football analytics.