Data Fabric and Data Mesh Approaches with AI 1st Edition Eberhard Hechler

Data Fabric and Data Mesh Approaches with AI – Ebook Instant Download/Delivery ISBN(s): 9781484292525,1484292529

Product details:

• ISBN-10 ‏ : ‎ 1484292529
• ISBN-13 ‏ : ‎ 978-1484292525
• Author: Eberhard Hechler, Maryela Weihrauch, Yan (Catherine) Wu

Understand modern data fabric and data mesh concepts using AI-based self-service data discovery and delivery capabilities, a range of intelligent data integration styles, and automated unified data governance―all designed to deliver “data as a product” within hybrid cloud landscapes.

This book teaches you how to successfully deploy state-of-the-art data mesh solutions and gain a comprehensive overview on how a data fabric architecture uses artificial intelligence (AI) and machine learning (ML) for automated metadata management and self-service data discovery and consumption. You will learn how data fabric and data mesh relate to other concepts such as data DataOps, MLOps, AIDevOps, and more. Many examples are included to demonstrate how to modernize the consumption of data to enable a shopping-for-data (data as a product) experience.

Table contents:

Part I. Data Fabric and Data Mesh Foundation
1. Evolution of Data Architecture
2. Terminology: Data Fabric and Data Mesh
3. Data Fabric and Data Mesh Use Case Scenarios
4. Data Fabric and Data Mesh Business Benefits
Part II. Key Data Fabric and Data Mesh Capabilities and Concepts
5. Key Data Fabric and Data Mesh Capabilities
6. Relevant ML and DL Concepts
7. AI and ML for a Data Fabric and Data Mesh
8. AI for Entity Resolution
9. Data Fabric and Data Mesh for the AI Lifecycle
Part III. Deploying Data Fabric and Data Mesh in Context
10. Data Fabric Architecture Patterns
11. Data Fabric Within an Enterprise Architecture
12. Data Fabric and Data Mesh in a Hybrid Cloud Landscape
13. Intelligent Cataloging and Metadata Management
14. Automated Data Fabric and Data Mesh Aspects
15. Data Governance in the Context of Data Fabric and Data Mesh
Part IV. Current Offerings and Future Aspects
16. Sample Vendor Offerings
17. Data Fabric and Data Mesh Research Areas
18. In Summary and Onward

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