Natural Language Processing
Produktnummer:
18243d7c9aa8a140e582f73d4c50f5b645
| Autor: | Lee, Raymond S. T. |
|---|---|
| Themengebiete: | Artificial Intelligence Chatbot Machine Learning Natural Language Processing Neural Networks Python |
| Veröffentlichungsdatum: | 16.11.2024 |
| EAN: | 9789819920013 |
| Sprache: | Englisch |
| Seitenzahl: | 437 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer Singapore |
| Untertitel: | A Textbook with Python Implementation |
Produktinformationen "Natural Language Processing"
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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