Natural Language Processing

Course Content	Course Hours	Course Fee	Register
Module 1: Introduction to NLP Introduction to Deep Learning Classical NLP Module 2: Neural Models for Machine Translation and Conversation Generation Overview of Conventional Statistical Machine Translation Neural Machine Translation Neural Conversation Generation Module 3: Deep Semantic Similarity Model and Its Applications DSSM DSSM for Information Retrieval DSSM for Entity Ranking Module 4: Natural Language Understanding Spoken Language Understanding Continuous Word Representations Neural Knowledge Base Embedding KB-based Question Answering Module 5: Deep Reinforcement Learning Deep Reinforcement Learning Background Deep Reinforcement Learning for NLP Module 6: Vision-Language Multimodal Intelligence Image Captioning Visual Question Answering Module 7: Natural Language Processing in Python Clean texts to prepare them for the Machine Learning models Create a Bag of Words model Apply Machine Learning models onto this Bag of Words model Module 8: Natural Language Processing in R Clean texts to prepare them for the Machine Learning models Create a Bag of Words model Apply Machine Learning models onto this Bag of Words model	20 Hours	₹ 4200 | $70	Join now