Predict Football Match Winners With Machine Learning And Python

In this video, we'll use machine learning to predict who will win football matches in the EPL. We'll start by cleaning the EPL match data we scraped in the last video (Web Scraping Football Matches From The EPL With Python [part 1 of 2]). Don't worry if you missed the last video - you'll still be able to download the data. We'll create predictors and train a machine learning model to predict the winner of each of the football matches. Then we'll end by measuring error and making improvements. You can find the data and code here - https://github.com/dataquestio/project-walkthroughs/tree/master/football_matches Chapters 00:00 Introduction 00:59 Reading match data into pandas dataframe 02:58 Investigating missing data 05:55 Cleaning our data for machine learning 08:05 Creating predictors for machine learning 14:00 Creating our initial machine learning model 22:34 Improving precision with rolling averages 31:07 Retraining our machine learning model 34:08 Combining home and away predictions 42:12 Recap and next steps ------------------ Join 1M+ Dataquest learners today! Master data skills and change your life. Sign up for free: https://bit.ly/3O8MDef #Dataquest #Tutorial #DataScience #MachineLearning #WebScraping #Python