Intelligent Data Modeling : Machine Learning Approaches and Techniques : Integrating Statistical Learning, Predictive Analytics, and Real-World Applications
Language: English
Published by Notion Press, 2026
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 65.39
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Add to basketItem description from seller
Seller Inventory # 9798904791186
- Title
- Intelligent Data Modeling : Machine Learning Approaches and Techniques : Integrating Statistical Learning, Predictive Analytics, and Real-World Applications
- Author
- Ms. Asha Mary Chacko
- Publisher
- Notion Press
- Publication year
- 2026
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 13
- 9798904791186
- Item weight
- 459 grams
- Dimensions
- 209x132x18 mm
This book provides a detailed exploration of intelligent data modeling concepts integrated with modern machine learning approaches and computational techniques. It focuses on transforming raw and complex datasets into meaningful knowledge using intelligent algorithms, predictive analytics, and automated decision-making systems. The content introduces readers to the foundations of data science, machine learning workflows, data preprocessing, feature engineering, and statistical analysis required for building efficient intelligent models.The book explains various machine learning paradigms including supervised learning, unsupervised learning, reinforcement learning, and deep learning. It discusses important techniques such as classification, regression, clustering, neural networks, ensemble methods, dimensionality reduction, and optimization algorithms. Readers gain an understanding of how intelligent models are designed, trained, evaluated, and deployed in real-world applications.Special emphasis is placed on intelligent data representation, scalable analytics, visualization techniques, and handling large-scale structured and unstructured data. The book also addresses emerging topics including explainable artificial intelligence, ethical machine learning, privacy preservation, and secure data management practices. Practical examples, industry-oriented case studies, and implementation strategies help bridge the gap between theoretical concepts and real-world problem solving.
"Synopsis" may belong to another edition of this title.
Shipping rates from Germany to U.S.A.
| Item | 30 to 40 business days | 7 to 14 business days |
|---|---|---|
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