Natural Language Processing

ABOUT THE COURSE : This course starts with the basics of text processing including basic pre-processing, spelling correction, language modeling, Part-of-Speech tagging, Constituency and Dependency Parsing, Lexical Semantics, distributional Semantics and topic models. Finally, the course also covers some of the most interesting applications of text mining such as entity linking, relation extraction, text summarization, text classification, sentiment analysis and opinion mining. PREREQUISITES : Basic knowledge of probabilities for the lectures and python for programming assignment INDUSTRY SUPPORT : Microsoft Research, Google, Adobe, Xerox, Flipkart, Amazon