TY - BOOK ID - 135267393 TI - Natural Language Processing : A Textbook with Python Implementation PY - 2024 SN - 9819919991 PB - Singapore : Springer Nature Singapore : Imprint: Springer, DB - UniCat KW - Natural language processing (Computer science). KW - Artificial intelligence. KW - Computational intelligence. KW - Machine learning. KW - Python (Computer program language). KW - Artificial intelligence KW - Natural Language Processing (NLP). KW - Artificial Intelligence. KW - Computational Intelligence. KW - Machine Learning. KW - Python. KW - Data Science. KW - Data processing. UR - https://www.unicat.be/uniCat?func=search&query=sysid:135267393 AB - 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. ER -