Nearest Neighbor Collaborative Filtering

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  • Preface
    • Note that this course is structured into two-week chunks. The first chunk focuses on User-User Collaborative Filtering; the second chunk on Item-Item Collaborative Filtering. Each chunk has most of the lectures in the first week, and assignments/quizzes and advanced topics in the second week. We encourage learners to treat each two-week chunk as one unit, starting the assignments as soon as they feel they have learned enough to get going.
  • User-User Collaborative Filtering Recommenders Part 1
  • User-User Collaborative Filtering Recommenders Part 2
  • Item-Item Collaborative Filtering Recommenders Part 1
  • Item-Item Collaborative Filtering Recommenders Part 2
  • Advanced Collaborative Filtering Topics

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