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

"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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Sowmya V. B. (Autor), Majumder, Bodhisattwa (Autor), Gupta, Anuj (Computer scientist) (Autor), Surana, Harshit (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Sebastopol, CA : O'Reilly Media, 2020
Edición:First edition.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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245 1 0 |a Practical natural language processing :  |b a comprehensive guide to building real-world NLP systems /  |c Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana. 
250 |a First edition. 
264 1 |a Sebastopol, CA :  |b O'Reilly Media,  |c 2020 
264 4 |c ©2020 
300 |a 1 online resource (xxvii, 422 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
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504 |a Includes bibliographical references and index. 
505 0 |a Part I. Foundations. NLP: a primer ; NLP pipeline ; Text representation -- Part II. Essentials. Text classification ; Information extraction ; Chatbots ; Topics in brief -- Part III. Applied. Social media ; E-commerce and retail ; Healthcare, finance, and law -- Part IV. Bringing it all together. The end-to-end NLP process. 
520 |a "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."--Publisher's description. 
588 0 |a Print version record. 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Natural language processing (Computer science) 
650 0 |a Application software  |x Development. 
650 0 |a Text data mining. 
650 0 |a Machine learning. 
650 2 |a Natural Language Processing 
650 6 |a Traitement automatique des langues naturelles. 
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650 7 |a Application software  |x Development.  |2 fast  |0 (OCoLC)fst00811707 
650 7 |a Machine learning.  |2 fast  |0 (OCoLC)fst01004795 
650 7 |a Natural language processing (Computer science)  |2 fast  |0 (OCoLC)fst01034365 
650 7 |a Text data mining.  |2 fast  |0 (OCoLC)fst02008831 
700 1 |a Majumder, Bodhisattwa,  |e author. 
700 1 |a Gupta, Anuj  |c (Computer scientist),  |e author. 
700 1 |a Surana, Harshit,  |e author. 
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