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Modern Data Architecture on AWS

You're reading from   Modern Data Architecture on AWS A Practical Guide for Building Next-Gen Data Platforms on AWS

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Product type Paperback
Published in Aug 2023
Publisher Packt
ISBN-13 9781801813396
Length 420 pages
Edition 1st Edition
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Author (1):
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Behram Irani Behram Irani
Author Profile Icon Behram Irani
Behram Irani
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Table of Contents (24) Chapters Close

Preface 1. Part 1: Foundational Data Lake
2. Prologue: The Data and Analytics Journey So Far FREE CHAPTER 3. Chapter 1: Modern Data Architecture on AWS 4. Chapter 2: Scalable Data Lakes 5. Part 2: Purpose-Built Services And Unified Data Access
6. Chapter 3: Batch Data Ingestion 7. Chapter 4: Streaming Data Ingestion 8. Chapter 5: Data Processing 9. Chapter 6: Interactive Analytics 10. Chapter 7: Data Warehousing 11. Chapter 8: Data Sharing 12. Chapter 9: Data Federation 13. Chapter 10: Predictive Analytics 14. Chapter 11: Generative AI 15. Chapter 12: Operational Analytics 16. Chapter 13: Business Intelligence 17. Part 3: Govern, Scale, Optimize And Operationalize
18. Chapter 14: Data Governance 19. Chapter 15: Data Mesh 20. Chapter 16: Performant and Cost-Effective Data Platform 21. Chapter 17: Automate, Operationalize, and Monetize 22. Index 23. Other Books You May Enjoy

Business scenario setup

The flow of this book is kept in such a way that it helps you get to the end state of building a modern data platform using AWS, with the ultimate goal of solving business use cases. To demonstrate all the building blocks of the data platform, it is important that I assume a fictitious entity and build a story around it. It’s easier to understand concepts if there is steady progression and continuity in the storyline.

For this book, I will consider a financial organization and all its use cases. You can apply most of the design and architecture techniques to other sector use cases too. The bottom line is that organizations may have different business models, but the concepts that go into building a modern data platform on AWS, to a large extent, remain the same irrespective of the business domain. In other words, the same AWS services and functionalities will be leveraged in building any kind of data platform.

Let’s consider a fictitious...

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