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Predict Football Match Winners With Machine Learning And Python
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=0irmDBWLrco
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/projec... • 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
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