Some projects related to the application of Machine Learning for Sports Analytics
Development of an Expected Goals model using soccer shot-logs data. In-depth analyses of different applications of the xG statistic.
Basketball data from NBA belonging to the years 1996 to 2000. Exploration of the "4 factors of basketball success" and Shooting Analyses using a shot predictive model. Applications of these topics to vintage NBA teams from the 90's.