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

Contributor(s):

Material type: Text

9789385889189

Subject(s):

DDC classification:

006.35 23 VAJ-P

LOC classification:

QA76.9.N38 S69 2020

Online resources:

Click here to access online

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."--

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds	Course reserves
Books	IIITD General Stacks	Computer Science and Engineering	006.35 VAJ-P (Browse shelf(Opens below))	Available		012049		Natural Language Processing UG/PG (REST) WNT24

Total holds: 0

Includes bibliographical references and index.

"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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