Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

by Foster Provost

General methods for creating topic models include matrix factorization methods, such as Latent Semantic Indexing and Probabilistic Topic Models, such as Latent Dirichlet Allocation.