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Azure Data and AI Architect Handbook

You're reading from   Azure Data and AI Architect Handbook Adopt a structured approach to designing data and AI solutions at scale on Microsoft Azure

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Product type Paperback
Published in Jul 2023
Publisher Packt
ISBN-13 9781803234861
Length 284 pages
Edition 1st Edition
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Authors (2):
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Olivier Mertens Olivier Mertens
Author Profile Icon Olivier Mertens
Olivier Mertens
Breght Van Baelen Breght Van Baelen
Author Profile Icon Breght Van Baelen
Breght Van Baelen
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Toc

Table of Contents (18) Chapters Close

Preface 1. Part 1: Introduction to Azure Data Architect
2. Chapter 1: Introduction to Data Architectures FREE CHAPTER 3. Chapter 2: Preparing for Cloud Adoption 4. Part 2: Data Engineering on Azure
5. Chapter 3: Ingesting Data into the Cloud 6. Chapter 4: Transforming Data on Azure 7. Chapter 5: Storing Data for Consumption 8. Part 3: Data Warehousing and Analytics
9. Chapter 6: Data Warehousing 10. Chapter 7: The Semantic Layer 11. Chapter 8: Visualizing Data Using Power BI 12. Chapter 9: Advanced Analytics Using AI 13. Part 4: Data Security, Governance, and Compliance
14. Chapter 10: Enterprise-Level Data Governance and Compliance 15. Chapter 11: Introduction to Data Security 16. Index 17. Other Books You May Enjoy

Summary

To summarize, this chapter provided you with valuable skills and lessons related to storage design. We learned how to classify data as structured, semi-structured, or unstructured, which is essential for choosing the right type of storage solution. Next, we determined how the data will be used and covered key concepts such as ACID transactions, SQL and NoSQL databases, and OLAP and OLTP systems. Finally, we learned how to choose which storage service to use in Azure and, in every scenario, whether it requires an OLTP, OLAP, or NoSQL solution. For each of the three, you will have a set of solid and powerful services to choose from.

These skills and lessons are vital for businesses and organizations that manage large amounts of data. By understanding how to classify data and choose the right data serving method, companies can ensure their data platform is efficient, scalable, and capable of supporting their business needs. Choosing the right storage service in Azure can help...

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