Clustering Introduction - Practical Machine Learning Tutorial with Python p.34

Types

Flat clustering

Hierarchical clustering

Algorithms

K-means algorithm

Mixture model

Mean shift (for hierachical clustering)

UPGMA

Community clustering in networks

Q measure..