Unsupervised Learning, Clustering, K Means, Lda, Topic Modeling.
Dirichlet Allocation or LDA model. In this model, each word in the document is given a topic based on the entire document corpus. Below, I have attached a slide from the University of Washington’s Machine Learning specialization course: The mechanics behind the LDA model itself is hard to explain