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Managing Data as a Product

You're reading from   Managing Data as a Product Design and build data-product-centered socio-technical architectures

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Product type Paperback
Published in Nov 2024
Publisher Packt
ISBN-13 9781835468531
Length 368 pages
Edition 1st Edition
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Author (1):
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Andrea Gioia Andrea Gioia
Author Profile Icon Andrea Gioia
Andrea Gioia
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Table of Contents (18) Chapters Close

Preface 1. Part 1: Data Products and the Power of Modular Architectures
2. Chapter 1: From Data as a Byproduct to Data as a Product FREE CHAPTER 3. Chapter 2: Data Products 4. Chapter 3: Data Product-Centered Architectures 5. Part 2: Managing the Data Product Lifecycle
6. Chapter 4: Identifying Data Products and Prioritizing Developments 7. Chapter 5: Designing and Implementing Data Products 8. Chapter 6: Operating Data Products in Production 9. Chapter 7: Automating Data Product Lifecycle Management 10. Part 3: Designing a Successful Data Product Strategy
11. Chapter 8: Moving through the Adoption Journey 12. Chapter 9: Team Topologies and Data Ownership at Scale 13. Chapter 10: Distributed Data Modeling 14. Chapter 11: Building an AI-Ready Information Architecture 15. Chapter 12: Bringing It All Together 16. Index 17. Other Books You May Enjoy

Managing data product metadata

A data product is not limited to managing and exposing data but must also manage and expose metadata that facilitates usability for consumers and operationalization by the platform. In Chapter 2, Data Products, we introduced the concept of data product descriptor document as a tool for collecting and sharing metadata related to all the components that make up a data product. Let’s now see how to define this document and how to manage its life cycle.

Describing data products

A data product descriptor is a document that formally and in a machine-readable way describes all the components of a data product. It contains all relevant metadata about the product. It does not just describe the data it exposes and how it is exposed (interfaces) but also contains metadata about its internal components (applications and infrastructure components).

The metadata about the interfaces is publicly accessible and serves consumers to decide whether and how...

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