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| Link zu diesem Datensatz | https://d-nb.info/1324250208 |
| Titel | Data Analytics and Machine Learning : Navigating the Big Data Landscape / edited by Pushpa Singh, Asha Rani Mishra, Payal Garg |
| Person(en) |
Singh, Pushpa (Herausgeber) Mishra, Asha Rani (Herausgeber) Garg, Payal (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2024 |
| Verlag | Singapore : Springer Nature Singapore, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2024 |
| Umfang/Format | Online-Ressource, XIII, 353 p. 157 illus., 125 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-9704-47-7 Printed edition:: ISBN: 978-981-9704-49-1 Printed edition:: ISBN: 978-981-9704-50-7 |
| Inhalt | Chapter 1. Introduction to Data Analytics, Big Data, and Machine Learning -- Chapter 2. Fundamentals of Data Analytics and Lifecycle -- Chapter 3. Building Predictive Models with Machine Learning -- Chapter 4. Stream data model and architecture -- Chapter 5. Leveraging Big Data for Data Analytics -- Chapter 6. Advanced Techniques in Data Analytics -- Chapter 7. Scalable Machine Learning with Big Data -- Chapter 8. Big Data Analytics Framework using Machine Learning on Massive Datasets -- Chapter 9. Deep-learning Techniques in Big-Data analytics -- Chapter 10. Data Privacy and Ethics in Data Analytics -- Chapter 11. Practical Implementation of Machine Learning Techniques & data analytics using R -- Chapter 12. Real-World Applications of Data Analytics, Big Data, and Machine Learning -- Chapter 13. Implementing Data-Driven Innovation in Organizations -- Chapter 14. Business Transformation using Big Data Analytics and Machine Learning -- Chapter 15. Future Trends and Emerging Opportunities in HealthAnalytics -- Chapter 16. Future Trends in Data Analytics and Machine Learning |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2024032303313754270661 DOI: 10.1007/978-981-97-0448-4 |
| URL | https://doi.org/10.1007/978-981-97-0448-4 |
| ISBN/Einband/Preis | 978-981-97-0448-4 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Studies in Big Data ; 145 |
| DDC-Notation | 005.7 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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