Maria Dyshel

Dernière sortie

Natural Language Processing in Action

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.

Les livres de Maria Dyshel