Would You Recommend To A Friend?
  • You, This Course, and Us!
  • What do Amazon and Netflix have in common?
  • Recommendation Engines - A look inside
  • What are you made of? - Content-Based Filtering
  • With a little help from friends - Collaborative Filtering
  • A Neighbourhood Model for Collaborative Filtering
  • Top Picks for You! - Recommendations with Neighbourhood Models
  • Discover the Underlying Truth - Latent Factor Collaborative Filtering
  • Latent Factor Collaborative Filtering contd.
  • Gray Sheep and Shillings - Challenges with Collaborative Filtering
  • The Apriori Algorithm for Association Rules
Recommendation Systems in Python
  • Installing Python - Anaconda and Pip
  • Back to Basics : Numpy in Python
  • Back to Basics : Numpy and Scipy in Python
  • Movielens and Pandas
  • Code Along - What's my favorite movie? - Data Analysis with Pandas
  • Code Along - Movie Recommendation with Nearest Neighbour CF
  • Code Along - Top Movie Picks (Nearest Neighbour CF)
  • Code Along - Movie Recommendations with Matrix Factorization
  • Code Along - Association Rules with the Apriori Algorithm