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Practical natural language processing : a comprehensive guide to building real-world NLP systems / Sowmya Vajjala... [et al.].

Contributor(s): Publisher: Sebastopol, CA : O'Reilly Media, 2020Copyright date: ©2020Edition: First editionDescription: xxvii, 424 pages : illustrations ; 24 cmISBN:
  • 9789385889189
Subject(s): DDC classification:
  • 006.35 23
LOC classification:
  • QA76.9.N38 S69 2020
Contents:
Part 1. Foundations. NLP: a primer ; NLP pipeline ; Text representation -- Part 2. Essentials. Text classification ; Information extraction ; Chatbots ; Topics in brief -- Part 3. Applied. Social media ; E-commerce and retail ; Healthcare, finance, and law -- Part 4. Bringing it all together. 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."--
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Holdings
Item type Current library Home library Call number Copy number Status Date due Barcode Item holds
Book Book Ayesha Abed Library General Stacks Ayesha Abed Library General Stacks 006.35 PRA (Browse shelf(Opens below)) 1 Available 3010039676
Book Book Ayesha Abed Library General Stacks Ayesha Abed Library General Stacks 006.35 PRA (Browse shelf(Opens below)) 2 Checked out 13/10/2024 3010039677
Book Book Ayesha Abed Library General Stacks Ayesha Abed Library General Stacks 006.35 PRA (Browse shelf(Opens below)) 3 Checked out 24/06/2024 3010039678
Book Book Ayesha Abed Library General Stacks Ayesha Abed Library General Stacks 006.35 PRA (Browse shelf(Opens below)) 4 Checked out 07/07/2024 3010039679
Book Book Ayesha Abed Library General Stacks Ayesha Abed Library General Stacks 006.35 PRA (Browse shelf(Opens below)) 5 Checked out 08/07/2024 3010039680
Total holds: 0

Includes bibliographical references and index.

Part 1. Foundations. NLP: a primer ; NLP pipeline ; Text representation -- Part 2. Essentials. Text classification ; Information extraction ; Chatbots ; Topics in brief -- Part 3. Applied. Social media ; E-commerce and retail ; Healthcare, finance, and law -- Part 4. Bringing it all together. 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."--

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