Learn Microsoft Fabric
Learn Microsoft Fabric
A practical guide to performing data analytics in the era of artificial intelligence
About the Book
Discover the capabilities of Microsoft Fabric, the premier unified solution designed for the AI era, seamlessly combining data integration, OneLake, transformation, visualization, universal security, and a unified business model. This book provides an overview of Microsoft Fabric, its components, and the wider analytics landscape.
In this book, you'll explore workloads such as Data Factory, Synapse Data Engineering, data science, data warehouse, real-time analytics, and Power BI. You’ll learn how to build end-to-end lakehouse and data warehouse solutions using the medallion architecture, unlock the real-time analytics, and implement machine learning and AI models. As you progress, you’ll build expertise in monitoring workloads and administering Fabric across tenants, capacities, and workspaces. The book also guides you step by step through enhancing security and governance practices in Microsoft Fabric and implementing CI/CD workflows with Azure DevOps or GitHub. Finally, you’ll discover the power of Copilot, an AI-driven assistant that accelerates your analytics journey.
By the end of this book, you’ll have unlocked the full potential of AI-driven data analytics, gaining a comprehensive understanding of the analytics landscape and mastery over the essential concepts and principles of Microsoft Fabric.
About the Author
Table of Contents
- Overview of Microsoft Fabric and Understanding Its Different Concepts
- Understanding Different Workloads and Getting Started with Microsoft Fabric
- Building an End-to-End Analytics System – Lakehouse
- Building an End-to-End Analytics System – Data Warehouse
- Building an End-to-End Analytics System – Real-Time Analytics
- Building an End-to-End Analytics System – Data Science
- Monitoring Overview and Monitoring Different Workloads
- Administering Fabric
- Security and Governance Overview
- Continuous Integration and Continuous Deployment (CI/CD)
- Overview of AI Assistance and Copilot Integration
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