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Name: Lee R Natural Language Processing A Textbook Python Implementation 2ed 2025
Format: pdf
Size: 27.91 MB

Title: Natural Language Processing
Author: Raymond S. T. Lee
Language: angielski
Year: 2023
Subjects: Computers, Music, Film & Performing Arts, Multimedia, Music Technology & Recording, Music & Sound Effects - Multimedia Technology, Music Software
Publisher: Springer-Verlag New York, LLC
ISBN: 9789819919994
Total pages: 489

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.