Dimensionality Reduction, Svd, Singular Values, Matrix Factorization, Eigenvectors.
Singular Value Decomposition (SVD) — Working Example Recently, I started looking into recommender systems and collaborative filtering in particular in which the input matrix of users-ratings is broken down into 3 matrices of user-features, features-features and item-features matrices using a