Book Image

Azure Data and AI Architect Handbook

By : Olivier Mertens, Breght Van Baelen
Book Image

Azure Data and AI Architect Handbook

By: Olivier Mertens, Breght Van Baelen

Overview of this book

With data’s growing importance in businesses, the need for cloud data and AI architects has never been higher. The Azure Data and AI Architect Handbook is designed to assist any data professional or academic looking to advance their cloud data platform designing skills. This book will help you understand all the individual components of an end-to-end data architecture and how to piece them together into a scalable and robust solution. You’ll begin by getting to grips with core data architecture design concepts and Azure Data & AI services, before exploring cloud landing zones and best practices for building up an enterprise-scale data platform from scratch. Next, you’ll take a deep dive into various data domains such as data engineering, business intelligence, data science, and data governance. As you advance, you’ll cover topics ranging from learning different methods of ingesting data into the cloud to designing the right data warehousing solution, managing large-scale data transformations, extracting valuable insights, and learning how to leverage cloud computing to drive advanced analytical workloads. Finally, you’ll discover how to add data governance, compliance, and security to solutions. By the end of this book, you’ll have gained the expertise needed to become a well-rounded Azure Data & AI architect.
Table of Contents (18 chapters)
1
Part 1: Introduction to Azure Data Architect
4
Part 2: Data Engineering on Azure
8
Part 3: Data Warehousing and Analytics
13
Part 4: Data Security, Governance, and Compliance

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...