Reading 07: k-Nearest Neighbors, Support Vector Machines, and Clustering

Readings

Videos

Notebooks

Readings

• • Blank Slides
• • FCA - Section 10.3
• • PML - Chapter 21
• • ISLP - Section 12.4
• • UML - Chapter 22
• • Filled Slides

Videos

• • fa25 Pantopto
• • sp25 Panopto
• • Hierarchical (StatQuest)
• • K-Means (StatQuest)
• • Panopto

Notebooks

• • Clustering Visualizations
• • GMM Clustering
• • Clustering (rasbt)

Blogposts

• Clustering: How It Works (In Plain English!)