Microsoft Fabric Data Engineer Associate DP-700 Practice Question
You are designing a batch data transformation for a lakehouse in Microsoft Fabric. Business analysts must be able to build and maintain the transformations themselves, prefer a visual low-code experience, and want the resulting logic to be reusable across several Power BI semantic models. Which Fabric capability should you recommend?
Dataflows Gen2 provide a graphical, low-code authoring experience based on Power Query, enabling citizen developers and analysts to build transformations without writing code. A single dataflow can be reused by multiple downstream artifacts, including lakehouse tables, warehouses, and Power BI semantic models. Spark notebooks, KQL queries, and T-SQL scripts all require writing code and are typically maintained by data engineers rather than business analysts, so they do not meet the stated requirements.
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Microsoft Fabric Data Engineer Associate DP-700
Ingest and transform data
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