The first Masterclass of the CoRE-AI will take place on 1st November 2023. Prof David Sumpter (University of Uppsala) will present a half-day introduction to using machine learning and modelling in football for data Scientists, PhD students and industry professionals. He will go through how to use logistic regression to fit an expected goals model of quality of chances. Furthermore he will look at models of pass success and value using other ML methods. By the end of the day you will understand how to use football data and to fit simple models to it. This lecture will also provide an introduction to the challenges of putting data science in to practice.
The details of teh vent can be found here: Masterclass: Data science and modelling of football