- 01. Introduction
- 02. Unsupervised Learning
- 03. Clustering Movies
- 04. How Many Clusters?
- 05. Match Points with Clusters
- 06. Optimizing Centers (Rubber Bands)
- 07. Moving Centers 2
- 08. Match Points (again)
- 09. Handoff to Katie
- 10. K-Means Cluster Visualization
- 11. K-Means Clustering Visualization 2
- 12. K-Means Clustering Visualization 3
- 13. Sklearn
- 14. Some challenges of k-means
- 15. Limitations of K-Means
- 16. Counterintuitive Clusters
- 17. Counterintuitive Clusters 2