Lee R Natural Language Processing A Textbook Python Implementation 2ed 2025
General:
Name: Lee R Natural Language Processing A Textbook Python Implementation 2ed 2025
Format: pdf
Size: 27.91 MB
Book:
Title: Natural Language Processing
Author: Raymond Lee
Language: angielski
Year: 2025
Subjects: Computers, Music, Film & Performing Arts, Multimedia, Music Technology & Recording, Music & Sound Effects – Multimedia Technology, Music Software
Publisher: Springer-Verlag New York, LLC
ISBN: 9789819632084
Total pages: 489
Description:
This textbook provides a contemporary and comprehensive overview of Natural Language Processing (NLP), covering fundamental concepts, core algorithms, and key applications such as AI chatbots, Large Language Models and Generative AI. Additionally, it includes seven step-by-step NLP workshops, totaling 14 hours, that offer hands-on practice with essential Python tools, including NLTK, spaCy, TensorFlow, Keras, Transformers, 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.
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