Machine Learning, Em Algorithm, Collaborative Filtering, Recommendation System, Generative Model.
This story is about Expectation Maximisation (EM) algorithm. I discuss basic concepts and overall flow of the widely used EM algorithm that is behind many recommendation systems and data mining tasks. This story illustrates the big picture of collaborative filtering and generative models that