I talk about different statistical models of football.
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Lecture 1: Mathematical Modelling of Football
Setting Up to do Data Science
Loading in and investigating World Cup data in Python
Making Your Own Shot and Pass Maps
Good practice in data visualisation
Exploring football match events in Python
Making heat maps of actions
Statistical models of football
How to Build An Expected Goals Model 1: Data and Model
How to Build An Expected Goals Model 2: Statistical fitting
The Ultimate Guide to Expected Goals
Randomness and prediction of matches