Predict English Premier League Football match winners using Machine learning and Python libraries. P.S. Arsenal all the way!!!
- Scrap match data with requests and beautifulsoup/pandas
- Clean the data for machine learning
- Create models and train/test them to make predictions about the winners
- Measure any accuracy, error and improve mode/predictions
scrape_match.ipynb
- a Jupyter notebook that scrapes the football data.football_prediction.ipynb
- a Jupyter notebook that makes predictions on W/L.
Data was scraped from -> FBref "Easy-to-use source for football stats including player, team, and league stats." (Mentioned on website)