Recommendation System, Recommender Systems, Machine Learning, Data Science, Big Data.
allows significant parallelization and speedup. The PMF algorithm was later generalized by the singular value decomposition (SVD) algorithm, which introduced bias terms in the model. More specifically, bᵤ and bᵢ measure observed rating deviations of user u and item i, respectively, while μ is the