Predicting FIFA 20 overall and player positions based on FIFA 19 stats. Ranking clubs based on their 5 year performance
The dataset was taken from kaggle-FIFA dataset. It can be found here : https://www.kaggle.com/stefanoleone992/fifa-20-complete-player-dataset/
Part A is a regression exercise, that predicts the overall values of players in FIFA 20 based on data from FIFA 19.
Part B is a classification exercise in which player positions are predicted for player in FIFA 20 based on data from FIFA 19.
Part C is an exploration in ranking clubs in the Premier League, to identify which clubs were able to to increase the stats of their players most effectively.