Advanced Technical Methods

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

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All Parts Foundations and Data Infrastructure 5 Offensive Analytics 7 Defensive Analytics 6 Special Teams and Situational Football 3 Game Theory and Strategic Analytics 4 Personnel Decisions and Player Evaluation 5 Advanced Technical Methods 5 College Football Analytics 3 Organizational Implementation 4 Future Directions and Emerging Topics 3
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Ch. 31 Advanced

Chapter 31: Machine Learning for NFL

10 min read
Ch. 32 Advanced

Chapter 32: Bayesian Methods in Football

10 min read
Ch. 33 Advanced

Chapter 33: Computer Vision Analytics

10 min read
Ch. 34 Advanced

Chapter 34: NFL Tracking Data

10 min read
Ch. 35 Advanced

Chapter 35: Simulation Models

10 min read