Amazon cover image
Image from Amazon.com

Practical natural language processing : a comprehensive guide to building real-world NLP systems

Contributor(s): Material type: TextTextPublication details: Mumbai : O'Reilly, ©2020Description: xxvii, 424 p. : ill. ; 24 cmISBN:
  • 9789385889189
Subject(s): DDC classification:
  • 006.35 23 VAJ-P
LOC classification:
  • QA76.9.N38 S69 2020
Online resources:
Contents:
1. NLP: A Primer 2. NLP Pipeline 3. Text Representation 4. Text Classification 5. Information Extraction 6. Chatbots 7. Topics in Brief 8. Social Media 9. E-Commerce and Retail 10. Healthcare, Finance, and Law 11. The End-to-End NLP Process
Summary: "Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for particular industry verticals, this is your guide. Software engineers and data scientists will learn how to navigate the maze of options available at each step of the journey. Through the course of the book, authors Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana will guide you through the process of building real-world NLP solutions embedded in larger product setups. You'll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail."--
List(s) this item appears in: Machine Learning
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds Course reserves
Books Books IIITD General Stacks Computer Science and Engineering 006.35 VAJ-P (Browse shelf(Opens below)) Checked out 17/10/2024 012049

Natural Language Processing UG/PG (REST) WNT24

Total holds: 0

Includes bibliographical references and index.

1. NLP: A Primer 2. NLP Pipeline 3. Text Representation 4. Text Classification 5. Information Extraction 6. Chatbots 7. Topics in Brief 8. Social Media 9. E-Commerce and Retail 10. Healthcare, Finance, and Law 11. The End-to-End NLP Process

"Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for particular industry verticals, this is your guide. Software engineers and data scientists will learn how to navigate the maze of options available at each step of the journey. Through the course of the book, authors Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana will guide you through the process of building real-world NLP solutions embedded in larger product setups. You'll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail."--

There are no comments on this title.

to post a comment.
© 2024 IIIT-Delhi, library@iiitd.ac.in