Overview

DAX for Business Intelligence: Timeless Patterns for Clear, Scalable, and Reusable Power BI Measures Are your Power BI reports fast today-but fragile tomorrow? Do totals break, measures multiply uncontrollably, or performance collapse as data grows? If you've ever rebuilt a DAX model because it became unmanageable, you're not alone. Most DAX guidance teaches functions. Very little teaches how to build models that last. This book addresses that gap directly. DAX for Business Intelligence is a practical, production-focused guide to designing DAX measures as an engineered system-not a collection of formulas. Instead of chasing year-specific features, it focuses on timeless patterns grounded in how the DAX engine actually evaluates context, filters, relationships, and performance. These are the techniques that remain reliable across Power BI updates, large datasets, and changing business requirements. Inside, you'll learn how professional Power BI developers structure semantic models that stay correct, fast, and maintainable under real-world pressure. Every chapter is built around proven patterns used in production environments, with a clear emphasis on correctness, scalability, and long-term stability. By reading this book, you will gain the ability to: Design DAX measures that behave correctly at row level, subtotal, and grand total Build reusable base measures and calculation layers that prevent logic duplication Control filter context intentionally without breaking slicers or user expectations Create ratio, ranking, and time intelligence measures that remain stable as models grow Diagnose incorrect results using a systematic debugging process Reduce measure sprawl while improving clarity and maintainability Validate performance and design models that scale to large datasets Enforce naming, structure, and standards that support team-based development This is not a reference for isolated tricks. It is a blueprint for building Power BI models you can trust in production-models that survive change, scrutiny, and scale. If you're ready to stop fixing DAX problems and start preventing them, this book belongs on your desk. Get your copy today and start building Power BI measures that work-not just now, but for years to come.

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