| 书目名称 | Natural Language Processing |
| 副标题 | A Textbook with Pyth |
| 编辑 | Raymond S. T. Lee |
| 视频video | http://file.papertrans.cn/662/661795/661795.mp4 |
| 概述 | Up-to-date textbook on the basic concepts of Natural Language Processing.Discusses the latest NLP-enabling technologies.Step-by-step NLP workshops on Python implementation |
| 图书封面 |  |
| 描述 | .This textbook presents an up-to-date and comprehensive overview of Natural Language Processing (NLP), from basic concepts to core algorithms and key applications. Further, it contains seven step-by-step NLP workshops (total length: 14 hours) offering hands-on practice with essential Python tools like NLTK, spaCy, TensorFlow Kera, Transformer and BERT..The objective of this book is to provide readers with a fundamental grasp of NLP and its core technologies, and to enable them to build their own NLP applications (e.g. Chatbot systems) using Python-based NLP tools. It is both a textbook and NLP tool-book intended for the following readers: undergraduate students from various disciplines who want to learn NLP; lecturers and tutors who want to teach courses or tutorials for undergraduate/graduate students on NLP and related AI topics; and readers with various backgrounds who want to learn NLP, and more importantly, to build workable NLP applications after completing its 14 hours of Python-based workshops.. |
| 出版日期 | Textbook 2024 |
| 关键词 | Natural Language Processing; Artificial Intelligence; Chatbot; Machine Learning; Neural Networks; Python |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-981-99-1999-4 |
| isbn_softcover | 978-981-99-2001-3 |
| isbn_ebook | 978-981-99-1999-4 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |