Recommender Systems - Behind the Screen - EdX Course

Notes on a great course on recommender systems.

• Course web page
• Textbooks
  • Tom M. Mitchell: Machine Learning
  • Geoff Hulten: Building Intelligent Systems
• 1: Machine Learning for Recommender Systems
  • 1.1 Score Models
    • 1.1.2 Neighborhood Approaches
      • Colab: collaborative_filter_example.ipynb
      • Reference: X. Ning et al: A comprehensive survey of neighborhood-based recommendation methods (2015)

Other

• Machine Learning
• Recommender Systems