000			01821 a2200229 4500
008			250302b |||||||| |||| 00| 0 eng d
020			_a9789819920013
082			_a006.35 LEE
100			_aLee, Raymond S. T.
245			_aNatural language processing: a textbook with Python implementation
260			_aSingapore: _bSpringer Nature, _c2024.
300			_axxxii, 437p.: _bcol. ill.; pbk.: _c24 cm.
504			_aIncludes Bibliographical References and Index
520			_aThis 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. https://link.springer.com/book/10.1007/978-981-99-1999-4
650			_aNatural Language Processing (NLP)
650			_a Artificial Intelligence
650			_a Computational Intelligence
650			_aMachine Learning
650			_a Python
650			_a Data Structures and Information Theory
942			_cTD _2ddc
999			_c62050 _d62050