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

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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Bibliografiska uppgifter
Huvudupphovsmän: Vajjala, Sowmya (Författare, medförfattare), Majumder, Bodhisattwa (Författare, medförfattare), Gupta, Anju (Författare, medförfattare), Surana, Harshit (Författare, medförfattare)
Materialtyp: Bok
Språk:English
Publicerad: Sebastopol, CA : O'Reilly Media, 2020.
Upplaga:First edition.
Ämnen:
Natural language processing (Computer science).
Application software > Development.
Text data mining.
Machine learning.
Natural language processing (Computer science)
Classic Catalogue: View this record in Classic Catalogue
Innehållsförteckning:
  • 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.

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