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

Introduction to Recommender Systems
University of Minnesota via Coursera Text Retrieval and Search Engines
University of Illinois at Urbana-Champaign via Coursera Machine Learning: Recommender Systems & Dimensionality Reduction
University of Washington via Coursera Java Programming: Build a Recommendation System
Duke University via Coursera Introduction to Recommender Systems: Non-Personalized and Content-Based
University of Minnesota via Coursera