Unsupervised learning
Dimensional reduction
Principal component analysis
PCA as an optimal rotation
PCA example
Self-organising map
t-SNE, LLE, ISOMAP
Clustering
k-means
k-means pitfalls
k-means animated example
Hierarchical clustering
Hierarchical clustering pitfalls
Hierarchical animated example