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LinkedIn Learning

Building a Recommendation System with Python Machine Learning & AI

via LinkedIn Learning

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Overview

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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.

Syllabus

Introduction
  • Welcome
  • Using the exercise files
1. Simple Approaches to Recommendation Systems
  • Introducing core concepts of recommendation systems
  • Popularity-based recommenders
  • Evaluating similarity based on correlation
2. Machine Learning Recommendation Systems
  • Classification-based collaborative filtering
  • Model-based collaborative filtering systems
  • Content-based recommender systems
  • Evaluating recommendation systems
Conclusion
  • Next steps

Taught by

Lillian Pierson, P.E.

Reviews

4.3 rating at LinkedIn Learning based on 250 ratings

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