Learn Microsoft Fabric. A practical guide to performing data analytics in the era of artificial intelligence Tychy

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. Spis treści: 1. Overview of Microsoft Fabric and Understanding Its Different Concepts2. Understanding Different Workloads and Getting Started with Microsoft Fabric 3. Building an End-to-End Analytics System – Lakehouse4. Building an End-to-End Analytics System – Data Warehouse5. Building an End-to-End Analytics System – Real-Time Analytics6. Building an End-to-End Analytics System – Data Science7. Monitoring Overview and Monitoring Different Workloads8. Administering Fabric9. Security and Governance Overview10. Continuous Integration and Continuous Deployment (CI/CD)11. Overview of AI Assistance and Copilot Integration