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’re comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, conditional probability, and basic machine learning algorithms.
Overview
Syllabus
- Introduction to Recommender Systems
- Collaborative Filtering
- Recommender System with Deep Learning
- Further Understanding of Recommender Systems
Taught by
Jae-kwang KIM
