Introduction to Machine Learning

Clustering

Additional Reading

• Center Based Clustering: A Foundational Perspective

What you should know after

• Partial Clustering, k-means, k-means++
• Lloyd's method
• Initialization techniques (random, furthest traversal, k-means++)
• Hierarchical Clustering
• Single linkage, Complete linkage