Natural Language Processing With Python: Natural Language Processing Using NLTK

Frank Millstein

Jul 2020 · Frank Millstein

Ebook

116

Pages

Eligible

About this ebook

Natural Language Processing With Python

This book is a perfect beginner's guide to natural language processing. It is offering an easy to understand guide to implementing NLP techniques using Python. Natural language processing has been around for more than fifty years, but just recently with greater amounts of data present and better computational powers, it has gained a greater popularity.

Given the importance of data, there is no wonder why natural language processing is on the rise. If you are interested in learning more, this book will serve as your best companion on this journey introducing you to this challenging, yet extremely engaging world of automatic manipulation of our human language.

It covers all the basics you need to know before you dive deeper into NLP and solving more complex NLP tasks in Python.

Here Is a Preview of What You’ll Learn Here…

The main challenges of natural language processing

The history of natural language processing

How natural langauge processing actually works

The main natural language processing applications

Text preprocessing and noise removal

Feature engineering and syntactic parsing

Part of speech tagging and named entity extraction

Topic modeling and word embedding

Text classification problems

Working with text data using NLTK

Text summarization and sentiment analysis

And much, much more...

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