Why you should take this course!
Introduction
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Meet David Sumpter (13:03)
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Winning matches with football analytics: Hammarby (15:56)
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Setting and reaching targets: Burton, Wrexham & Degerfors (12:01)
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Analytics for Set Pieces: Wycombe Wanderers (3:43)
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Preparing for a big match: Manchester United's FA Cup (3:49)
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How we will work in this course (7:25)
Getting started with football data
Visualising footballing actions
Project 1: understanding a player with data
Scouting with data
Creating a Streamlit App
Machine learning and models
Expected goals
Project 2: Expected pass value
Expected threat
Transfer predictions
Simulating matches
Introduction to tracking data
Physical metrics
Formations and tactics
Pitch control
Scouting with tracking data
Introduction to deep learning
