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| Name | Movie Recommendation System With Python And Pandas: Data Project |
| Video Uploader | Video From Dataquest |
| Upload Date | This Video Uploaded At 27-05-2022 16:00:34 |
| Video Discription | In this project walkthrough, we'll learn how to create a movie recommendation system using Jupyter, Python, and Pandas. By the end, we'll be able to type the name of a movie into an input box, and instantly get recommendations for other movies we might like. This is an exciting project that can go into a portfolio, or help you learn. We'll start with the MovieLens 25M dataset, which contains movie reviews and ratings. Then, we'll build a search engine to find a specific movie title in our data. We'll then be able to create a recommendation engine to recommend specific movies. You can download the data here - https://files.grouplens.org/datasets/movielens/ml-25m.zip . And you can view the code for this project here - https://github.com/dataquestio/project-walkthroughs/blob/master/movie_recs/movie_recommendations.ipynb . If you enjoyed this tutorial, check out this link https://bit.ly/3O8MDef for free courses that will help you master data skills. Chapters 00:00 - Introduction 01:36 - Reading in our movie data with pandas 02:41 - Cleaning movie titles with regex 04:20 - Creating a tfidf matrix 08:21 - Creating a search function 13:10 - Building an interactive search box with Jupyter 18:05 - Reading in movie ratings data 19:29 - Finding users who liked the same movie 25:51 - Finding how much all users like movies 29:06 - Creating a recommendation score 32:02 - Building a recommendation function 33:38 - Creating an interactive recommendation widget 37:05 - Next steps --------------------------------- Join 1M+ Dataquest learners today! Master data skills and change your life. Sign up for free: https://bit.ly/3O8MDef eyEabQRBMQA |
| Category | Education |
| Tags | Education Download MP4 | Education Download MP3 | Education Download MP4 360p | Education Download MP4 480p | Education Download MP4 720p | Education Download MP4 1080p |
