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

Visualizing Data Using Power BI

Power BI is a powerful Business Intelligence (BI) tool, made for data visualization, analysis, and reporting. It allows you to generate insights from data and share them with key stakeholders. Power BI is part of the Microsoft Power Platform but goes hand in hand with the Azure data services. Data often comes from Azure or is first processed in a data warehouse in Azure before being ingested into Power BI to report on.

In this chapter, we will explore the basics of Power BI, including how it works, licensing, and how to build reports. We will also go into more advanced topics, such as DevOps, security, and self-service BI.

Following that, we will dive into building reports. We will discuss how to get data into Power BI, including Import mode, DirectQuery, and real-time data. We will also explore how to prepare data using Power Query and DAX Query. Finally, we will look at how to visualize data using reports and dashboards.

After building reports...