Lecture04 - Exploratory data analysis II - clustering methods 1

• Lecture 04 Slides

Goals

• Recap on PCA

• Understand K-means clustering

• Hierarchical clustering

Required reading

• Clustering: Chapter 12.4 of ISL (or Chapter 14.3 of ESL)

Suggested reading

• factoextra R pacakge, for easy PCA and clustering

• K-means clustering in R