Natural Language Processing in Action
2nd edition

Par : Hobson Lane, Maria Dyshel
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  • Nombre de pages653
  • FormatGrand Format
  • PrésentationBroché
  • Poids1.15 kg
  • Dimensions18,5 cm × 23,0 cm × 3,2 cm
  • ISBN978-1-61729-944-5
  • EAN9781617299445
  • Date de parution25/06/2024
  • ÉditeurManning

Résumé

From nearly human charbots to ultra-personalized business reports to AI-generated email, news stories, and novels, natural language processing (NLP) has never been more powerful ! Groundbreaking advances in deep learning have made high-quality open source models and powerful NLP tools like spaCy and PyTorch widely available and ready for production applica-tiods. This book is your entrance ticket - and backstage pass - into the next generation of natural language processing.
Natural Language Processing in Action, Second Edition introduces the foundational technologies and state-of-the-art tools you'll need to write and publish NLP applications. You learn how to create custom models for search, translation, writing assistants, and more, without relying on big commercial foundation models. This fully updated second edition includes coverage of BERT, Hugging Face transformers, fine-tuning large language models, and more.
What's Inside : NLP pipelines with spaCy - Neural networks with PyTorch - BERT and GPT transformers - Conversational design for chatbots. For intermediate Python programmers familiar with deep learning basics.
Hobson Lane is a data scientist and machine learning engineer with over twenty years of experience building autonomous systems and NLP pipelines. Maria Dyshel is a social entrepreneur and artificial intelligence expert, and the CEO and cofounder of Tangible Al. Cole Howard and Bannes Max Hapke were co-authors of the first edition. The technical editor on this book was Kostas Passadis.