Discover how to use Python to build programs that can make recommendations. This hands-on course explores different types of recommendation systems, and shows how to build each one.
Building a Recommendation System with Python Machine Learning & AI
Overview
Syllabus
Introduction
- Welcome
- Using the exercise files
- Introducing core concepts of recommendation systems
- Popularity-based recommenders
- Evaluating similarity based on correlation
- Classification-based collaborative filtering
- Model-based collaborative filtering systems
- Content-based recommender systems
- Evaluating recommendation systems
- Next steps
Taught by
Lillian Pierson, P.E.
