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NFL Data & Modeling
Introduction
Disclaimer
Welcome
Web Scraping
Web Scraping Part I : Pro-Football Reference Tables
Web Scraping Part II: Game Level Stats
Web Scraping Part III: Parsing Tables
Web Scraping IV: Consolidating the Scraper
Data Manipulation and Storage
Data Manipulation and Storage Part I: Scores Table
Data Manipulation and Storage Part II: Team Stats Tables
Data Manipulation and Storage Part III: Individual Stats Tables
Model Building
Model Building Part I: Feature Spaces
Model Building Part II: Random Forests
Simulation
Simulation Part I: Fantasy Sport Competitions
Simulation Part II: Competition Parameters
Simulation Part III: Player Parameters
Simulation Part IV: Player Predictions
Simulation Part V: Lineup Generation
Simulation Part VI: Running the Simulation
Gameday Run
Using The Gameday Run Notebook
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Web Scraping IV: Consolidating the Scraper
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