X Lezione Koroliouk - Introduction into Neural Networks and Deep Learnig

Lecture 10 Factor Analysis, Principal Component Analysis. SVD (Singular Value Decomposition)
Example of factor analysis in Python. Mathematical model of SVD decomposition. SVD decomposition and principal component analysis. SVD decomposition as a basis for latent semantic analysis (LSA). SVD decomposition of a data matrix containing gaps. Simon'a Funk's method. SVD decomposition when building a recommender system.