Unsupervised Learning

1 Clustering
1.1 k-means Clustering
1.2 Hierarchical Clustering
2 Density and Mixtures
2.1 Gaussian Mixtures and EM
3 Dimensionality Reduction
3.1 Principal Component Analysis