Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Data Partitioning

Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Data Partitioning

Assessment

Interactive Video

Computers

10th - 12th Grade

Hard

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The video tutorial explains the structure and function of recommendation systems, focusing on data representation through AURM and URM. It details how models are built using user rating matrices and linked to user profiles to generate estimated ratings. An example using movies illustrates data partitioning. Advanced techniques like holding out ratings and testing hidden ratings are discussed. The tutorial concludes with a summary and introduction to key parameters in recommender systems.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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