Hi guys, Welcome to the Advanced Video Search Engine, and you are watching Predict NBA Games With Python And Machine Learning. That video is uploaded by Dataquest at 2022-10-17T06:00:33-07:00. We are promoting this video only for entertainment and educational purpose only. So, I hope you like & enjoy it. [egTylm6C2is]
| Name | Predict NBA Games With Python And Machine Learning |
| Video Uploader | Video From Dataquest |
| Upload Date | This Video Uploaded At 17-10-2022 13:00:33 |
| Video Discription | We'll predict the winners of basketball games in the NBA using python. We'll start by reading in box score data that we scraped in the last video. If you didn't watch the last video, you can still download the file (link below) and follow along. We'll do feature selection to identify good predictors, and train a machine learning model to make predictions. We'll end by computing rolling predictors and improving the model. We'll discuss how you can keep improving the model and predict future games. Links Full code and description of the project - https://github.com/dataquestio/project-walkthroughs/tree/master/nba_games Dataset if you missed the previous video - https://drive.google.com/uc?export=download&id=1YyNpERG0jqPlpxZvvELaNcMHTiKVpfWe Previous video where we did web scraping - https://youtu.be/o6Ih934hADU Chapters 00:00 Introduction 01:00 Reading in box score data 06:10 Preparing data for machine learning 16:10 Selecting the best features for the model 25:31 Creating a baseline model 36:06 Improving performance with rolling averages 41:54 Add in opponent information 51:11 Train a more accurate model 55:08 Improving the model and making future predictions --------------------------------- Join 1M+ Dataquest learners today! Master data skills and change your life. Sign up for free: https://bit.ly/3O8MDef egTylm6C2is |
| Category | Education |
| Tags | data science | sports analytics | machine learning | sports analytics python | sports analytics careers | sports analytics project | sports analytics tutorial | python tutorial | machine learning tutorial | machine learning algorithms for data science | data science project | data science python | python tutorial advanced |
