Machine Learning Cheat Sheet — Unsupervised Learning

Unsupervised Learning

This is a summary of the unsupervised learning techniques, it mainly discusses and compares the differences for different clustering methodologies.

K-Means Clustering

  1. Assign: set K centroids randomly, assign each point to a centroid which is closest to the point