Natural Language Processing with Python Quick Start Guide

Going from a Python developer to an effective Natural Language Processing Engineer



Bookstore > Books > Natural Language Processing with Python Quick Start Guide

Price$25.95 - $29.99
Rating
AuthorNirant Kasliwal
PublisherPackt Publishing
Published2018
Pages182
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101789130387
ISBN-139781789130386
EBook Hardcover Paperback

NLP in Python is among the most sought after skills among data scientists. With code and relevant case studies, this book will show how you can use industry-grade tools to implement NLP programs capable of learning from relevant data. We will explore many modern methods ranging from spaCy to word vectors that have reinvented NLP.

The book takes you from the basics of NLP to building text processing applications. We start with an introduction to the basic vocabulary along with a workflow for building NLP applications.

We use industry-grade NLP tools for cleaning and pre-processing text, automatic question and answer generation using linguistics, text embedding, text classifier, and building a chatbot. With each project, you will learn a new concept of NLP. You will learn about entity recognition, part of speech tagging and dependency parsing for Q and A. We use text embedding for both clustering documents and making chatbots, and then build classifiers using scikit-learn.

We conclude by deploying these models as REST APIs with Flask.

By the end, you will be confident building NLP applications, and know exactly what to look for when approaching new challenges.





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