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| Link zu diesem Datensatz | https://d-nb.info/1363262785 |
| Art des Inhalts | Hochschulschrift |
| Titel | Natural Language Processing : A Textbook with Python Implementation / by Raymond Lee |
| Person(en) | Lee, Raymond (Verfasser) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 2nd ed. 2025 |
| Verlag | Singapore : Springer Nature Singapore, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XXVI, 477 p. 255 illus., 191 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-9632-07-7 Printed edition:: ISBN: 978-981-9632-09-1 Printed edition:: ISBN: 978-981-9632-10-7 |
| Inhalt | Part I – Concepts and Technology -- Chapter 1 Introduction to Natural Language Processing -- Chapter 2 N-gram Language Model -- Chapter 3 Part-of-Speech Tagging -- Chapter 4 Syntax and Parsing -- Chapter 5 Meaning Representation -- Chapter 6 Semantic Analysis -- Chapter 7 Pragmatic Analysis and Discourse -- Chapter 8 Transfer Learning and Transformer Technology -- Chapter 9 Major Natural Language Processing Applications -- Part II –Natural Language Processing Workshops with Python Implementation in 14 Hours -- Chapter 10 Workshop#1 – Basics of Natural Language Toolkit (Hour 1-2) -- Chapter 11 Workshop#2 – N-grams Modeling with Natural Language Toolkit (Hour 3-4) -- Chapter 12 Workshop#3 – Part-of-Speech Tagging using Natural Language Toolkit (Hour 5-6) -- Chapter 13 Workshop#4 – Semantic Analysis and Word Vectors using spaCy (Hour 7-8) -- Chapter 14 Workshop#5 – Sentiment Analysis and Text Classification (Hour 9-10) -- Chapter 15 Workshop#6 – Transformers with spaCy and TensorFlow (Hour11-12) -- Chapter 16. Workshop#7 – Building Chatbot with TensorFlow and Transformer Technology (Hour 13-14) |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2504170408462.402549366144 DOI: 10.1007/978-981-96-3208-4 |
| URL | https://doi.org/10.1007/978-981-96-3208-4 |
| ISBN/Einband/Preis | 978-981-96-3208-4 |
| Sprache(n) | Englisch (eng) |
| DDC-Notation | 006.35 [DDC22ger] |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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