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

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"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:
Natural language processing (Computer science)
Application software > Development.
Text data mining.
Machine learning.
Natural Language Processing
Traitement automatique des langues naturelles.
Logiciels d'application > Développement.
Apprentissage automatique.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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.

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