a comprehensive guide to building real-world NLP systems Sowmya V. B. creator author. Majumder, Bodhisattwa author. Gupta, Anju author. Surana, Harshit author. text bibliography cau 2020 2020 First edition. monographic eng

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xxvii, 424 pages : illustrations ; 24 cm "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."-- 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. Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana. Includes bibliographical references and index. Natural language processing (Computer science) Application software Development Text data mining Machine learning Application software Development Machine learning Natural language processing (Computer science) Text data mining 006.35 PRA 9781492054054 1492054054 YDX 211028 20240521201131.0 22267 eng