A Recommendation System (a.k.a. recommender system) is intended to understand the user preferences, which helps presenting relevant items to her. In this course, you will learn about the different types of recommendation systems. The course is followed by case studies related to our products.
- Introduction
- Non-Personalized Recommenders
- Content-Based Recommenders
- User-User Nearest-Neighbor Collaborative Filtering
- Item-Item Nearest-Neighbor Collaborative Filtering
- Advanced Topics
- Case Study: Rwaq