Python 3 Text Processing with NLTK 3 Cookbook

Over 80 practical recipes on natural language processing techniques using Python's NLTK 3.0



Bookstore > Books > Python 3 Text Processing with NLTK 3 Cookbook

Price$26.99 - $52.98
Rating
AuthorJacob Perkins
PublisherPackt Publishing
Published2014
Pages304
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101782167854
ISBN-139781782167853
EBook Hardcover Paperback

This book will show you the essential techniques of text and language processing. Starting with tokenization, stemming, and the WordNet dictionary, you'll progress to part-of-speech tagging, phrase chunking, and named entity recognition. You'll learn how various text corpora are organized, as well as how to create your own custom corpus. Then, you'll move onto text classification with a focus on sentiment analysis. And because NLP can be computationally expensive on large bodies of text, you'll try a few methods for distributed text processing. Finally, you'll be introduced to a number of other small but complementary Python libraries for text analysis, cleaning, and parsing.


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