YoVDO

Recommender Systems

Offered By: Sungkyunkwan University via Coursera

Tags

Recommender Systems Courses Mathematics Courses Deep Learning Courses Collaborative Filtering Courses

Course Description

Overview

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.

Syllabus

  • Introduction to Recommender Systems
  • Collaborative Filtering
  • Recommender System with Deep Learning
  • Further Understanding of Recommender Systems

Taught by

Jae-kwang KIM

Tags

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera 機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera Leading Ambitious Teaching and Learning
Microsoft via edX