The purpose of this course is to introduce the modern methods of Natural Language Processing to students, and is to gain the ability to do research on the field of Natural Language Processing.

Introduction to natural language processing and principles of computational linguistics, grammars and languages, language models, Part of Speech Tagging (POS), Statistical language models, corpus and n-gram Hidden Markov model, Viterbi algorithm, machine learning and some applications of Natural Language Processing.