Natural Language Processing - A Textbook with Python Implementation (1st ed. 2023)

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.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Release date:	October 2023
First published:	2023
Authors:	Raymond S.T. Lee
Dimensions:	235 x 155mm (L x W)
Edition:	1st ed. 2023
ISBN-13:	978-981-9919-98-7
Categories:	Books
LSN:	981-9919-98-3
Barcode:	9789819919987

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