Data Science, Recommender Systems, Collaborative Filtering, Artificial Intelligence, Machine Learning.
Decomposition(http://www.cs.carleton.edu/cs_comps/0607/recommend/recommender/images/svd2.png) X denotes the utility matrix, and U is a left singular matrix, representing the relationship between users and latent factors. S is a diagonal matrix describing the strength of each latent factor, while V