Natural Language Processing

A Textbook with Python Implementation

• Author(s): Raymond S. T. Lee,
• Publisher: Springer Nature
• Pages: 437
• ISBN_10: 9819919991
  ISBN_13: 9789819919994
  
• Language: en
• Categories: Computers / Speech & Audio Processing , Computers / Artificial Intelligence / General , Technology & Engineering / Engineering (General) , Computers / Languages / Python , Computers / Information Theory , Computers / Artificial Intelligence / Natural Language Processing , Computers / Information Technology , Computers / Languages / General , Computers / Programming / Algorithms ,

Description:...

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.

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