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Azure Data and AI Architect Handbook

Azure Data and AI Architect Handbook

By : Olivier Mertens, Breght Van Baelen
4.5 (13)
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Azure Data and AI Architect Handbook

Azure Data and AI Architect Handbook

4.5 (13)
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)
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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

Practicing your skills

In this section, we are going to show a practical example of how to build a report using Power BI Desktop. As mentioned in the How Power BI works section, we’ll use Power BI Desktop to develop a report.

Getting the data

The first step is to get data. When opening Power BI Desktop, you can connect to data sources by clicking on Get data in the Home tab, or load some sample data by clicking on Try a sample dataset as outlined in the following figure.

Figure 8.7 – Try a sample dataset in Power BI Desktop

Figure 8.7 – Try a sample dataset in Power BI Desktop

Once you have got the data, we will move on to prepare your data.

Preparing the data

Navigator provides the opportunity to change or import the data, with a preview of the data so you can check whether the data is accurate or needs any adjustment. If you need to make any changes, it is recommended to do it before loading the data. In the following steps, we will demonstrate how to use Power Query to transform...

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