In this module, we're going to cover part of speech tagging. This is a fundamental task in natural language processing and has traditionally been used in a variety of applications. We'll cover some of the models that are used for part of speech tagging, going into some depth into hidden Markov models and dynamic programing, which is a technique widely useful to avoid exponential complexity and discrete optimization problems.