In this course you will: a) understand the basic concept of recommender systems. b) understand the Collaborative Filtering. c) understand the Recommender System with Deep Learning. d) understand the Further Issues of Recommender Systems. Please make sure that you鈥檙e comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, conditional probability, and basic machine learning algorithms.
User-Based CF vs. Item-Based CF
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Skills You'll Learn
Tabular data handling with python programming, Building recommender systems based on collaborative filtering, Performance evaluation skills for recommender systems
Taught By
Jaekwang KIM
Assistant Professor