UEFA Champions League Winner Prediction

UCL Prediction is a project aimed at creating an advanced system for predicting the winner of the UEFA Champions League. Our application will utilize sophisticated machine learning algorithms to analyze data related to teams, players, tactics, and historical data from previous Champions League seasons.

Authors

• Matwej Novgorodtsev - https://github.com/mnovgorodtsev
• Katarzyna Michalska - https://github.com/katarzynamichalskaa

State of art

The following document presents state of art. https://docs.google.com/document/d/1xhWFymMA4mMUrnb8eSUXVqNd8KtVeRP4lQfWgN3QCYU/edit

Description of the selected concept

The following document contains a description of the selected concept. https://docs.google.com/document/d/1PB8MO0dEm7q2zUFtnMrXBzUhj2IKY6S4DwGKVlHEuXM/edit

Datasets

In order to scrape the information we are interested in, we used the requests library. The data was taken from the following sources:

• https://pl.wikipedia.org/wiki/Liga_Mistrz%C3%B3w_UEFA
• https://www.transfermarkt.pl/