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Azure Data Engineer Associate Certification Guide

You're reading from   Azure Data Engineer Associate Certification Guide A hands-on reference guide to developing your data engineering skills and preparing for the DP-203 exam

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Product type Paperback
Published in Feb 2022
Publisher Packt
ISBN-13 9781801816069
Length 574 pages
Edition 1st Edition
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Author (1):
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Newton Alex Newton Alex
Author Profile Icon Newton Alex
Newton Alex
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Toc

Table of Contents (23) Chapters Close

Preface 1. Part 1: Azure Basics
2. Chapter 1: Introducing Azure Basics FREE CHAPTER 3. Part 2: Data Storage
4. Chapter 2: Designing a Data Storage Structure 5. Chapter 3: Designing a Partition Strategy 6. Chapter 4: Designing the Serving Layer 7. Chapter 5: Implementing Physical Data Storage Structures 8. Chapter 6: Implementing Logical Data Structures 9. Chapter 7: Implementing the Serving Layer 10. Part 3: Design and Develop Data Processing (25-30%)
11. Chapter 8: Ingesting and Transforming Data 12. Chapter 9: Designing and Developing a Batch Processing Solution 13. Chapter 10: Designing and Developing a Stream Processing Solution 14. Chapter 11: Managing Batches and Pipelines 15. Part 4: Design and Implement Data Security (10-15%)
16. Chapter 12: Designing Security for Data Policies and Standards 17. Part 5: Monitor and Optimize Data Storage and Data Processing (10-15%)
18. Chapter 13: Monitoring Data Storage and Data Processing 19. Chapter 14: Optimizing and Troubleshooting Data Storage and Data Processing 20. Part 6: Practice Exercises
21. Chapter 15: Sample Questions with Solutions 22. Other Books You May Enjoy

Handling security and compliance requirements

Security and compliance will always remain one of the core requirements for any cloud-based system. Azure provides a service called Azure Policy to enable and enforce compliance and security policies in any of the Azure services. In our case, it could be Azure Synapse, Azure Batch, VMs, VNets, and so on. Azure Policy helps enforce policies and remedial actions at scale.

Azure Policy contains pre-defined policy rules called built-ins. For example, one of the rules could be Allow only VMs of a particular type to be created in my subscription. When this policy is applied, if anyone tries to create a VM of a different SKU, the policy will fail the VM creation. It will show an error saying Not allowed by policy at the validation screen for the resource creation.

Azure Policy has a huge list of predetermined policies and remedial actions for different compliance use cases. You can choose the policies that are relevant to your application...

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