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Natural language processing : a textbook with Python implementation / Raymond Lee

By: Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Singapore : Springer Nature Singapore, [2025]Copyright date: © 2025Edition: Second editionDescription: 1 Online-Ressource (xxvi, 477 Seiten) : IllustrationenISBN:
  • 9789819632084
Subject(s): Additional physical formats: 9789819632077 | 9789819632107 | Erscheint auch als: 9789819632077 Druck-Ausgabe | Erscheint auch als: 9789819632091 Druck-Ausgabe | Erscheint auch als: 9789819632107 Druck-AusgabeDDC classification:
  • 006.35 23
DOI: DOI: 10.1007/978-981-96-3208-4Online resources: Summary: 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.PPN: PPN: 1923379127Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SPAI
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