Overview
- 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
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About this book
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.Similar content being viewed by others
Keywords
Table of contents (16 chapters)
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Front Matter
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Natural Language Processing Workshops with Python Implementation in 14 Hours
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Front Matter
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Back Matter
Authors and Affiliations
About the author
Dr. Raymond Lee is the founder of Quantum Finance Forecast System and currently an Associate Professor at United International College (UIC) with 25+ years’ experience in AI research and consultancy, Chaotic Neural Networks, NLP, Intelligent Fintech Systems, Quantum Finance, and Intelligent E-Commerce Systems. He has published over 100 publications and authored eight textbooks in the fields of AI, chaotic neural networks, AI-based fintech systems, intelligent agent technology, chaotic cryptosystems, ontological agents, neural oscillators, biometrics, and weather simulation and forecasting systems. Upon completion of the QFFC project, in 2018 he joined United International College (UIC), China to pursue further R&D work on AI-Fintech, and to share his expertise in AI-Fintech, chaotic neural networks and related intelligent systems with fellow students and the community. His two latest textbooks, Quantum Finance: Intelligent Forecast and Trading Systems (2019) and Artificial Intelligence in Daily Life (2020), have been the main textbooks for new AI courses at UIC since 2020
Bibliographic Information
Book Title: Natural Language Processing
Book Subtitle: A Textbook with Python Implementation
Authors: Raymond S. T. Lee
DOI: https://doi.org/10.1007/978-981-99-1999-4
Publisher: Springer Singapore
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024
Hardcover ISBN: 978-981-99-1998-7Published: 15 November 2023
Softcover ISBN: 978-981-99-2001-3Due: 16 December 2023
eBook ISBN: 978-981-99-1999-4Published: 14 November 2023
Edition Number: 1
Number of Pages: XXXII, 437
Number of Illustrations: 1 b/w illustrations
Topics: Natural Language Processing (NLP), Artificial Intelligence, Computational Intelligence, Machine Learning, Python, Data Structures and Information Theory