Natural Language Processing: A Textbook with Python Implementation
- ISBN-10
- 9819919991
- ISBN-13
- 9789819919994
- Series
- Natural Language Processing
- Category
- Computers
- Pages
- 454
- Language
- English
- Published
- 2023-12-16
- Publisher
- Springer Nature
- Author
- Raymond S. T. Lee
Description
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.
Get the book
Other editions
-
- 2021-01-07
- 487 pages
- Paperback
- Cambridge University Press
-
- 2019-11-01
- 1704 pages
- Ebook
- IGI Global
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