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Data och IT

Natural Language Processing in Action

av Hobson Lane

Utgiven av Pearson Education

Format

Häftad

Sidor

550 sidor

Språk

Engelska

Utgiven

feb. 2025

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Från 542 kr

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Bästa pris

542 kr

699 kr

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Om boken

Develop your NLP skills from scratch! This revised bestseller now includes coverage of the latest Python packages, Transformers, the HuggingFace packages, and chatbot frameworks.

In Natural Language Processing in Action, Second Edition you will learn how to:

Process, analyze, understand, and generate natural language text
Build production-quality NLP pipelines with spaCy
Build neural networks for NLP using Pytorch
BERT and GPT transformers for English composition, writing code, and even organizing your thoughts
Create chatbots and other conversational AI agents

Natural Language Processing in Action has helped thousands of data scientists build machines that understand human language. In this new and revised edition, you'll discover state-of-the art NLP models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. As you go, you'll create projects that can detect fake news, filter spam, and even answer your questions, all built with Python and its ecosystem of data tools.

AUTHOR BIO

Hobson Lane is a data scientist and machine learning engineer. He has over twenty years experience building autonomous systems and NLP pipelines for both large corporations and start-ups. Currently, Hobson is an instructor at UCSD Extension and Springboard, and the CTO and cofounder of Tangible AI and ProAI.org.

Maria Dyshel is a social entrepreneur and artificial intelligence expert. She held a variety of AI research, engineering, and management roles in diverse industries, from designing and improving algorithms for autonomous vehicles, to implementing company-wide Conversational AI program in one of the world's largest pharma companies. Maria is currently the CEO and cofounder of Tangible AI.

Cole Howard and Hannes Max Hapke were authors of the first edition of Natural Language Processing in Action and their legacy lives on in the collective intelligence of the community around the book.