DP-600 Microsoft Fabric Data Transformation Tools Explained

About this video

Data transformation is one of the core skills tested in the DP-600 Microsoft Certified: Fabric Analytics Engineer Associate exam. In this video, we break down how to choose the right transformation approach in Microsoft Fabric and how professional teams organize data processing across the Medallion architecture. You’ll learn when to use: - Dataflow Gen2 for low-code Power Query transformations - Data Factory Pipelines for orchestration, scheduling, and dependencies - Spark Notebooks for complex code-based processing and large-scale transformations - T-SQL for relational Warehouse transformations We’ll also explore important data quality concepts, including: - Bronze, Silver, and Gold layer responsibilities - Grain-aware joins - Duplicate handling strategies - Null and missing value interpretation - Schema validation - Idempotent transformation design For DP-600 preparation, the important skill is not memorizing every Fabric tool. It is understanding where transformation logic belongs and why. This guide focuses on the architectural decisions required to build reliable, scalable, and maintainable Microsoft Fabric analytics solutions. #DP600 #MicrosoftFabric #FabricAnalyticsEngineer