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Learn Microsoft Fabric

You're reading from   Learn Microsoft Fabric A practical guide to performing data analytics in the era of artificial intelligence

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781835082287
Length 338 pages
Edition 1st Edition
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Authors (2):
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Bradley Schacht Bradley Schacht
Author Profile Icon Bradley Schacht
Bradley Schacht
Arshad Ali Arshad Ali
Author Profile Icon Arshad Ali
Arshad Ali
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Toc

Table of Contents (19) Chapters Close

Preface 1. Part 1: An Introduction to Microsoft Fabric FREE CHAPTER
2. Chapter 1: Overview of Microsoft Fabric and Understanding Its Different Concepts 3. Chapter 2: Understanding Different Workloads and Getting Started with Microsoft Fabric 4. Part 2: Building End-to-End Analytics Systems
5. Chapter 3: Building an End-to-End Analytics System – Lakehouse 6. Chapter 4: Building an End-to-End Analytics System – Data Warehouse 7. Chapter 5: Building an End-to-End Analytics System – Real-Time Analytics 8. Chapter 6: Building an End-to-End Analytics System – Data Science 9. Part 3: Administration and Monitoring
10. Chapter 7: Monitoring Overview and Monitoring Different Workloads 11. Chapter 8: Administering Fabric 12. Part 4: Security and Developer Experience
13. Chapter 9: Security and Governance Overview 14. Chapter 10: Continuous Integration and Continuous Deployment (CI/CD) 15. Part 5: AI Assistance with Copilot Integration
16. Chapter 11: Overview of AI Assistance and Copilot Integration 17. Index 18. Other Books You May Enjoy

Summary

Since a lakehouse based on Medallion architecture combines the best of data lakes and data warehouses by breaking silos and removing data duplicity, it’s becoming more popular as the de facto standard for building data platform architecture. Microsoft Fabric, with its native capabilities, makes it easy to build data analytics systems based on lakehouses.

In this chapter, you learned about creating an end-to-end lakehouse-based data analytics system. You learned about the different components in this architecture pattern and how to implement them quickly to derive business values. Further, you learned about ingesting data from a data source to your lakehouse using pipelines, transforming this data with notebooks/Spark, and then using Power BI—with its new Direct Lake mode—to create reports and dashboards. You also learned about the capabilities that Fabric provides to build a decentralized data architecture with data meshes.

In the next chapter, you...

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