How Netflix Predicts | Recommender Systems скачать в хорошем качестве

How Netflix Predicts | Recommender Systems

How do Netflix, YouTube, and other platforms predict what you'll watch next? Dive into the fascinating world of recommender systems (Content Filtering vs Collaborative Filtering) and the mathematics behind your personalized recommendations. In this video, we explore: Content Filtering vs Collaborative Filtering The Netflix Prize Problem Matrix Factorization explained simply How patterns in user behavior predict preferences Real-world applications beyond movies Perfect for students and professionals interested in: Machine Learning Data Science AI Systems Software Engineering Recommendation Algorithms Original Research Paper: "Matrix Factorization Techniques for Recommender Systems" https://www.inf.unibz.it/~ricci/ISR/p... Key Timestamps: 0:00 The Netflix Prize Problem 2:06 Content Filtering Explained 4:36 Collaborative Filtering Approach 5:26 Matrix Factorization #MachineLearning Paper in this video: Matrix Factorization Techniques for Recommender Systems https://www.inf.unibz.it/~ricci/ISR/p...