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Data Modeling for Azure Data Services

You're reading from   Data Modeling for Azure Data Services Implement professional data design and structures in Azure

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Product type Paperback
Published in Jul 2021
Publisher Packt
ISBN-13 9781801077347
Length 428 pages
Edition 1st Edition
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Author (1):
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Peter ter Braake Peter ter Braake
Author Profile Icon Peter ter Braake
Peter ter Braake
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Table of Contents (16) Chapters Close

Preface 1. Section 1 – Operational/OLTP Databases
2. Chapter 1: Introduction to Databases FREE CHAPTER 3. Chapter 2: Entity Analysis 4. Chapter 3: Normalizing Data 5. Chapter 4: Provisioning and Implementing an Azure SQL DB 6. Chapter 5: Designing a NoSQL Database 7. Chapter 6: Provisioning and Implementing an Azure Cosmos DB Database 8. Section 2 – Analytics with a Data Lake and Data Warehouse
9. Chapter 7: Dimensional Modeling 10. Chapter 8: Provisioning and Implementing an Azure Synapse SQL Pool 11. Chapter 9: Data Vault Modeling 12. Chapter 10: Designing and Implementing a Data Lake Using Azure Storage 13. Section 3 – ETL with Azure Data Factory
14. Chapter 11: Implementing ETL Using Azure Data Factory 15. Other Books You May Enjoy

Summary

We started this chapter by explaining the most common data types in SQL Server. Choosing the right data types is an important step in the design process. Data types determine both the efficiency and functionality of the database.

We then provisioned a database in Azure SQL Database. Choosing the right performance tier is important. If you under-provision a database, you will experience bad performance. If you over-provision a database, you are wasting money. Because the way a database is used over time may change, you need to monitor the database and rescale whenever necessary. It is important to note that a well-designed database requires fewer resources to handle the same workload as a badly designed database.

After provisioning a database, you need to create tables. This is where you implement the design you made.

Now that you have learned a lot about SQL databases, it is time to look at designing a NoSQL database in the next chapter.

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