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...
| Main Authors: | , , , |
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| Formato: | Livro |
| Idioma: | English |
| Publicado em: |
Sebastopol, CA :
O'Reilly Media,
2020.
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| Edição: | First edition. |
| Assuntos: | |
| Classic Catalogue: | View this record in Classic Catalogue |
Sumário:
- 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.