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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

Learning how Power BI works

The main usage of Power BI is creating reports that give insights into data. An example of such a Power BI report can be seen here.

Figure 8.1 – An example of a Power BI report

Figure 8.1 – An example of a Power BI report

To build and share these reports, Power BI uses multiple tools, such as Power BI Desktop, the Power BI service, and Power BI Report Server. In this section, we try to make sense of the tools and when to use them. We will split up the workings of Power BI into four layers:

  • Get data
  • Transform and visualize
  • Share and collaborate
  • Consume

We will give an overview of the layers here, before deep diving in a practical example in the Practice your skills section.

The get data layer describes connectors for getting data in Power BI. The transform and visualize layer uses Power BI Desktop, a free tool that allows you to transform data and develop reports on your desktop computer. Once ready, reports can be published to either...

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