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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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Toc

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

Automating Data Product Lifecycle Management

In the previous chapter, we saw how to deploy, govern, and use a data product in production. In this chapter, we will analyze how to automate the data product lifecycle through an XOps platform.

We will first analyze the role of the XOps platform within the data ecosystem, delving into its core capabilities and high-level architecture.

We will then see how the XOps platform uses its core capabilities to support all the actors present in the data ecosystem through a curated and unified experience that supports the development, operational management, and consumption of data products.

Finally, we’ll explore XOps platform implementation, outlining key principles to guide the critical decision between building (make), purchasing (buy), or adopting a hybrid approach.

This chapter will cover the following main topics:

  • Understanding the XOps platform
  • Boosting developer experience
  • Boosting operational experience...
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