Natural Language Processing | A Textbook with Python Implementation

Raymond S T Lee

ISBN 10: 9819920019 / ISBN 13: 9789819920013

Editore: Springer Nature Singapore, 2024

Natural Language Processing | A Textbook with Python Implementation | Raymond S T Lee | Taschenbuch | xxxii | Englisch | 2024 | Springer Nature Singapore | EAN 9789819920013 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Codice articolo 130510539

Riassunto:

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.

Informazioni sull'autore:

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

Dati bibliografici

Titolo: Natural Language Processing | A Textbook ...
Casa editrice: Springer Nature Singapore
Data di pubblicazione: 2024
Legatura: Taschenbuch
Condizione: Neu