Overview

Unlock the future of enterprise intelligence with Azure Data Engineering: Architecting Modern Analytics with Microsoft Fabric IQ. As the data landscape shifts from fragmented cloud services to unified software as a service environments, this comprehensive guide provides the definitive roadmap for building an agentic data fabric. Moving Beyond the Modern Data LakehouseTraditional data engineering focused on moving records between silos. Today, success requires knowledge orchestration. This book details the architectural evolution from SQL warehouses to the integrated medallion architecture of OneLake. You will master the ""One Copy"" principle, ensuring your entire organization operates on a single, secure source of truth without unnecessary data movement. Grounding AI with Fabric IQThe core differentiator of this manual is its deep dive into Fabric IQ, the intelligence layer designed to bridge the gap between technical data and business meaning. Learn to design robust ontologies and semantic models that eliminate ""hallucination gaps"" in AI systems. By creating machine-readable definitions of business entities, you provide the essential grounding required for autonomous AI Data Agents to reason over your data with precision. What You Will Master: Unified Storage: Architecting with OneLake as the ""OneDrive for data"" to eliminate silos. Advanced Modeling: Revisiting dimensional modeling and implementing Data Vault for long-term stability. High-Performance Engines: Optimizing the Spark execution model and the distributed SQL analytics engine. Graph Analytics: Using native graph capabilities for multi-hop relationship reasoning and complex network analysis. Agentic Workflows: Building Q&A data agents and operational agents for automated business responses. Enterprise Governance: Implementing semantic-layer security, lineage tracking, and capacity scaling. Practical Enterprise Use CasesThis book is grounded in real world application. From financial analytics and flash reporting to real-time IoT supply chain optimization, you will find actionable best practices derived from large-scale Fabric deployments. Whether you are a data engineer, a cloud architect, or an AI specialist, this guide provides the technical depth needed to turn raw bits into the strategic wisdom that drives the modern enterprise.

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