Sports Analytics
Comprehensive sports analytics resources spanning NFL, NBA, college football, and soccer. Covers player evaluation, team efficiency metrics, game strategy, win probability, and advanced performance measurement.
14 chapters across 4 books
Introduction to NFL Analytics
NFL Analytics
Quarterback Evaluation
NFL Analytics
Defensive Analytics
NFL Analytics
Team Efficiency Metrics
NFL Analytics
Game Simulation & Win Probability
NFL Analytics
Introduction to College Football Analytics
College Football Analytics
Efficiency Metrics
College Football Analytics
Win Probability Models
College Football Analytics
Introduction to Basketball Analytics
Basketball Analytics
Regularized Adjusted Plus-Minus
Basketball Analytics
Win Probability in Basketball
Basketball Analytics
Introduction to Soccer Analytics
Soccer Analytics
Expected Goals (xG)
Soccer Analytics
Predictive Match Modeling
Soccer Analytics
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Machine Learning 18 chapters Python for Data Science 8 chapters Neural Networks & Deep Learning 9 chapters Probability & Statistics 15 chapters Sports Betting Analytics 16 chapters Natural Language Processing (NLP) 12 chapters Data Visualization 9 chapters Predictive Modeling & Forecasting 17 chapters Computer Vision 8 chapters AI-Assisted Software Development 12 chapters AI Agents & Autonomous Systems 6 chapters Software Engineering Best Practices 11 chapters AI Ethics & Governance 18 chapters Cybersecurity & Ethical Hacking 17 chapters Applied Psychology 16 chapters Python for Business 15 chapters Working with AI Tools 12 chapters Creator Economy & Digital Entrepreneurship 11 chapters Data Governance & Privacy 12 chapters Conflict Resolution & Communication 9 chapters Fan Studies & Internet Culture 11 chapters Luck, Probability & Decision-Making 10 chapters Home Systems & Maintenance 9 chapters Regulatory Technology & Compliance 10 chapters AI & Machine Learning for Business 10 chapters COBOL Programming 10 chapters Political Analytics & Data 10 chapters Propaganda & Disinformation 9 chapters Psychology of Attraction & Relationships 9 chapters AI Literacy & Education 13 chapters Computer Science Fundamentals 10 chapters Surveillance, Privacy & Digital Rights 12 chapters Algorithms & Their Impact on Society 8 chapters Learning Science & Metacognition 20 chapters Systems Thinking & Mental Models 20 chapters Mainframe & COBOL Programming 14 chapters Database Systems 13 chapters Statistics & Probability 14 chapters Data Science Fundamentals 14 chapters Cognitive Science & Critical Thinking 13 chapters Learning Science & Study Skills 14 chapters Quantum Physics & Wave Mechanics 12 chapters Appalachian Studies 12 chapters Epistemic Failure & How Knowledge Goes Wrong 13 chapters