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Pratap Dangeti - Natural Language Processing with Python Cookbook

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Pratap Dangeti Natural Language Processing with Python Cookbook

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Natural Language Processing with Python Cookbook Over 60 recipes to implement - photo 1
Natural Language Processing with Python Cookbook
Over 60 recipes to implement text analytics solutions using deep learning principles
Krishna Bhavsar
Naresh Kumar
Pratap Dangeti
BIRMINGHAM - MUMBAI Natural Language Processing with Python Cookbook - photo 2

BIRMINGHAM - MUMBAI

Natural Language Processing with Python Cookbook

Copyright 2017 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the authors, nor Packt Publishing, and its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

First published: November 2017

Production reference: 1221117

Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham
B3 2PB, UK.

ISBN 978-1-78728-932-1

www.packtpub.com

Credits

Authors

Krishna Bhavsar

Naresh Kumar

Pratap Dangeti

Copy Editor

Vikrant Phadkay

Reviewer

Juan Tomas Oliva Ramos

Project Coordinator

Nidhi Joshi

Commissioning Editor

Veena Pagare

Proofreader

Safis Editing

Acquisition Editor

Aman Singh

Indexer

Tejal Daruwale Soni

Content Development Editor

Aishwarya Pandere

Graphics

Tania Dutta

Technical Editors

Dinesh Pawar

Suwarna Rajput

Production Coordinator

Shraddha Falebhai

About the Authors

Krishna Bhavsar has spent around 10 years working on natural language processing, social media analytics, and text mining in various industry domains such as hospitality, banking, healthcare, and more. He has worked on many different NLP libraries such as Stanford CoreNLP, IBM's SystemText and BigInsights, GATE, and NLTK to solve industry problems related to textual analysis. He has also worked on analyzing social media responses for popular television shows and popular retail brands and products. He has also published a paper on sentiment analysis augmentation techniques in 2010 NAACL. he recently created an NLP pipeline/toolset and open sourced it for public use. Apart from academics and technology, Krishna has a passion for motorcycles and football. In his free time, he likes to travel and explore. He has gone on pan-India road trips on his motorcycle and backpacking trips across most of the countries in South East Asia and Europe.

First and foremost, I would like to thank my mother for being the biggest motivating force and a rock-solid support system behind all my endeavors in life. I would like to thank the management team at Synerzip and all my friends for being supportive of me on this journey. Last but not least, special thanks to Ram and Dorothy for keeping me on track during this professionally difficult year.

Naresh Kumar has more than a decade of professional experience in designing, implementing, and running very-large-scale Internet applications in Fortune Top 500 companies. He is a full-stack architect with hands-on experience in domains such as e-commerce, web hosting, healthcare, big data and analytics, data streaming, advertising, and databases. He believes in open source and contributes to it actively. Naresh keeps himself up-to-date with emerging technologies, from Linux systems internals to frontend technologies. He studied in BITS-Pilani, Rajasthan with dual degree in computer science and economics.

Pratap Dangeti develops machine learning and deep learning solutions for structured, image, and text data at TCS, in its research and innovation lab in Bangalore. He has acquired a lot of experience in both analytics and data science. He received his master's degree from IIT Bombay in its industrial engineering and operations research program. Pratap is an artificial intelligence enthusiast. When not working, he likes to read about next-gen technologies and innovative methodologies. He is also the author of the book Statistics for Machine Learning by Packt.

I would like to thank my mom, Lakshmi, for her support throughout my career and in writing this book. I dedicate this book to her. I also thank my family and friends for their encouragement, without which it would not have been possible to write this book.
About the Reviewer

Juan Tomas Oliva Ramos is an environmental engineer from the University of Guanajuato, Mexico, with a master's degree in administrative engineering and quality. He has more than 5 years of experience in the management and development of patents, technological innovation projects, and the development of technological solutions through the statistical control of processes.

He has been a teacher of statistics, entrepreneurship, and the technological development of projects since 2011. He became an entrepreneur mentor and started a new department of technology management and entrepreneurship at Instituto Tecnologico Superior de Purisima del Rincon Guanajuato, Mexico.

Juan is an Alfaomega reviewer and has worked on the book Wearable Designs for Smart Watches, Smart TVs and Android Mobile Devices.

Juan has also developed prototypes through programming and automation technologies for the improvement of operations, which have been registered for patents.

I want to thank God for giving me wisdom and humility to review this book.
I thank Packt for giving me the opportunity to review this amazing book and to collaborate with a group of committed people
I want to thank my beautiful wife, Brenda, our two magic princesses (Maria Regina and Maria Renata) and our next member (Angel Tadeo), all of you, give me the strength, happiness, and joy to start a new day. Thanks for being my family.
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