Hi again. Welcome to the part of speech tagging section. In this section, we’ll study a very interesting problem which consists in tagging sentences with their parts of speech like noun, verb, adjective et cetera. These types of models are particularly useful for applications like grammar or spelling checkers. We’ll use several methods to implement part of speech tagging including Hidden Markov Model. Let’s begin.