| Description |
1 online resource (xxvii, 422 pages) : illustrations |
| Bibliography |
Includes bibliographical references and index. |
| Contents |
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. |
| 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."--Publisher's description. |
| Subject |
Natural language processing (Computer science)
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Application software -- Development.
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Text data mining.
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Machine learning.
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Natural Language Processing |
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Machine Learning |
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Traitement automatique des langues naturelles. |
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Logiciels d'application -- Développement. |
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Apprentissage automatique. |
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Application software -- Development |
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Machine learning |
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Natural language processing (Computer science) |
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Text data mining |
| Added Author |
Majumder, Bodhisattwa, author.
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Gupta, Anuj (Computer scientist), author.
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Surana, Harshit, author.
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| Other Form: |
Print version: Sowmya V. B. Practical natural language processing. First edition. Sebastopol, CA : O'Reilly Media, 2020 9781492054054 (OCoLC)1125266646 |
| ISBN |
9781492054023 electronic book |
|
149205402X electronic book |
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9781492054009 electronic book |
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1492054003 electronic book |
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paperback |
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