Book

Python Natural Language Processing

Natural Language Processing is a field of computational linguistics and artificial intelligence that deals with human-computer interaction. The numbers of human-computer interaction instances are increasing so it’s becoming imperative that computers comprehend all major natural languages. Python's powerful tools and libraries are evolved so much that natural language processing becomes much simpler and accurate with it. This book will get you up and running with Python's library for Natural Language Processing-- NLTK-- in no time.

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Difficulty Level

Intermediate

Completion Time

16h12m

Language

English

About Book

Who Is This Book For?

This book is intended for Python developers who wish to start with natural language processing and want to make their applications smarter by implementing NLP in them.

Book content

chapters 16h12m total length

Introduction

Practical understanding of corpus and data set

Understanding Structure of Sentences

Preprocessing

Feature Engineering and NLP Algorithms

Advance Feature Engineering and NLP Algorithms

Rule-Based System for NLP

Machine Learning for NLP Problems

Deep Learning for NLU and NLG Problems

Appendix A

Appendix B

Appendix C

Related Resources

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