/Recommender-Systems-Specialization

Primary LanguageJupyter Notebook

There are 5 Courses in this Specialization by Coursera

Course 1 - Non-Personalized and Content Based Recommendation (Finished)

  • Introducing Recommender Systems

  • Non-Personalized and Stereotype-Based Recommenders

  • TFIDF and Content-Based Filtering

  • Some interviews

Assignments

  • Assignment 1 Non-Personalized and Stereotype-Based Recommenders
  • Assignment 2 Content based filtering in spreadsheet

Course 2 - Nearest Neighbor Collaborative Filtering (Finished)

  • User user collaborative filtering
  • Item item collaborative filtering

Course 3 - Evaluation and Metrics

Course 4 - Matrix Factorization and Advanced Techniques