Natural language processing in action / Lane Hobson.
| Author/creator | Hobson, Lane author. |
| Other author | Howard, Cole, author. |
| Format | Book |
| Edition | Second edition. |
| Publication | Shelter Island, New York : Manning Publications, 2024. |
| Copyright Date | ©2024 |
| Description | 550 pages ; 24 cm |
| Subjects |
| Abstract | 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. Deep learning has been a giant leap forward for NLP applications. Developers can now build chatbots and other natural language tools that can imitate real people, diagnose illness, automatically summarize documents, and more. Accessible open source tools such as spaCy and PyTorch make production-level NLP easier and more impactful than ever before. |
| ISBN | 9781617299445 |
| ISBN | 1617299448 |