A complete quantitative framework for sports betting: vig and de-vigging, expected value, Kelly criterion sizing, variance and bankroll survival, top-down market-based betting, and professional execution across sportsbooks and exchanges. 8 modules + resources appendix, worked numerical examples, worksheets, and quizzes throughout. No picks. No guarantees. Just the math.