Unsupervised Learning

Clustering: K-means and hierarchical

Principal component analysis (PCA) (slides)

Matrix factorization and Netflix movie recommendations (slides)

Restricted Boltzmann machines (RBMs) (slides)

Singular Value Decomposition and Image Compression (slides)

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