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In this video, we will cover the length and breadth of language models. We will begin from basic language models that can be created with a few lines of Python code and move to the State-of-the-Art language models that are trained using humongous data and are being currently used by the likes of Google, Amazon, and Facebook, among others.
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Table of Contents
What is a Language Model in NLP?
Building an N-gram Language Model
Building a Neural Language Model
00:00 Introduction
00:40 What Is Language In NLP?
02:04 Types of Language Models
02:40 How Do N-Gram Language Models Work?
03:03 Construct N-Gram Model
03:58 Building a Basic Language Model
06:12 Neural Language Model