- 01. Video: Intro
- 02. Video + Text: Example Recommendation Engines
- 03. Text: What's Ahead?
- 04. Video: Introduction to MovieTweetings
- 05. Notebook: MovieTweeting Data
- 06. Screencast: Solution MovieTweeting Data
- 07. Video: Ways to Recommend: Knowledge Based
- 08. Notebook: Knowledge Based
- 09. Screencast: Solution Knowledge Based
- 10. Video: More Personalized Recommendations
- 11. Video: Ways to Recommend: Collaborative Filtering
- 12. Video + Quiz: Collaborative Filtering & Content Based Recs
- 13. Video + Text: Measuring Similarity
- 14. Notebook: Measuring Similarity
- 15. Screencast: Solution Measuring Similarity
- 16. Video: Identifying Recommendations
- 17. Notebook: Collaborative Filtering
- 18. Screencast: Solution Collaborative Filtering
- 19. Screencast: Solutions for Collaborative Filtering
- 20. Video: Ways to Recommend: Content Based
- 21. Notebook: Content Based
- 22. Screencast: Solution Content Based
- 23. Video: Three Types of Recommendation Systems
- 24. Text: More Recommendation Technniques
- 25. Quiz: Recommendation Methods
- 26. Video: Types of Ratings
- 27. Video: Goals of Recommendation Systems
- 28. Quiz: Types of Ratings & Goals of Recommendation Systems
- 29. Video: Outro
- 30. Text: Recap