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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Manylion Llyfryddiaeth
Prif Awduron: Vajjala, Sowmya (Awdur), Majumder, Bodhisattwa (Awdur), Gupta, Anju (Awdur), Surana, Harshit (Awdur)
Fformat: Llyfr
Iaith:English
Cyhoeddwyd: Sebastopol, CA : O'Reilly Media, 2020.
Rhifyn:First edition.
Pynciau:
Classic Catalogue: View this record in Classic Catalogue
Tabl Cynhwysion:
  • 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.