TY  - GEN
AU  - Lee, Raymond S. T.
TI  - Natural language processing: a textbook with Python implementation
SN  - 9789819920013
U1  - 006.35 LEE 
PY  - 2024///
CY  - Singapore
PB  - Springer Nature
KW  - Natural Language Processing (NLP)
KW  -  Artificial Intelligence
KW  -  Computational Intelligence
KW  - Machine Learning
KW  -  Python
KW  -  Data Structures and Information Theory
N1  - Includes Bibliographical References and Index
N2  - 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.

https://link.springer.com/book/10.1007/978-981-99-1999-4
ER  -