Data Fabric and Data Mesh Approaches with AI: A Guide to AI-based Data Cataloging, Governance, Integration, Orchestration, and Consumption

This book teaches how to deploy state-of-the-art data mesh solutions and gain a comprehensive overview of how a data fabric architecture uses AI and machine learning for automated metadata management and self-service data discovery and consumption. It also covers how data fabric and data mesh relate to other concepts such as data DataOps, MLOps, AIDevOps, and more.

Format: Paperback / softback
Length: 427 pages
Publication date: 01 April 2023
Publisher: APress

Understanding Modern Data Fabric and Data Mesh Concepts

In today's data-driven world, organizations are increasingly relying on modern data fabric and data mesh concepts to efficiently manage and deliver data as a product within hybrid cloud landscapes. These cutting-edge technologies empower users with AI-based self-service data discovery and delivery capabilities, a range of intelligent data integration styles, and automated unified data governance, all aimed at delivering data as a seamless and valuable asset.

This comprehensive book is designed to guide you through the deployment of state-of-the-art data mesh solutions and provide a comprehensive overview of how a data fabric architecture leverages artificial intelligence (AI) and machine learning (ML) for automated metadata management and self-service data discovery and consumption. You will delve into the intricate relationship between data fabric and data mesh, as well as their connection to other key concepts such as data DataOps, MLOps, AIDevOps, and more. Numerous practical examples are included to showcase how organizations can modernize their data consumption to enable a shopping-for-data (data as a product) experience.

By the end of this book, you will gain a deep understanding of the data fabric concept and architecture, as it relates to themes such as automated unified data governance and compliance, enterprise information architecture, AI and hybrid cloud landscapes, and intelligent cataloging and metadata management. You will discover best practices and methods to successfully implement a data fabric architecture and data mesh solution, recognizing the importance of data fabric in accelerating digital transformation and democratizing data access.

This book covers a wide range of important data fabric topics, addressing current challenges and providing insights into how organizations can harness the power of data fabric to drive business growth and innovation. Whether you are a data architect, data scientist, or business leader, this book will equip you with the knowledge and skills needed to navigate the complex world of modern data management and unlock the full potential of your data assets.

So, why wait? Start your journey toward data fabric and data mesh mastery today and unlock the hidden value of your data with this essential guide.

Weight: 700g
Dimension: 235 x 155 (mm)
ISBN-13: 9781484292525
Edition number: 1st ed.