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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

Threat protection

Threat protection will be a joint effort of multiple roles and tends to be mostly out-of-scope of the data architect. This is because services here are mostly used platform-wide, spanning more than just the data services. We will look at the relevant parts of Microsoft Defender for Cloud to assess vulnerabilities and perform advanced threat protection, and Microsoft Sentinel to monitor security incidents.

Microsoft Defender for Cloud

Microsoft Defender for Cloud is a broad solution covering all kinds of services on Azure, external clouds, and on-premises. Defender for Cloud encompasses three main pillars:

  • Cloud security posture management (CSPM)
  • Cloud workload protection platform (CWPP)
  • Development security operations (DevSecOps)

First, CSPM refers to the process of continuously monitoring and assessing the security configuration of cloud resources, and identifying and remediating misconfigurations, vulnerabilities, and compliance violations...

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