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Microsoft Certified: Fabric Data Engineer Associate

DP-700

Enterprise data engineering with Microsoft Fabric: Lakehouses, Data Warehouses, OneLake shortcuts, Medallion Architecture, PySpark, Data Factory, and Real-Time Intelligence.

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Exam questions

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Time limit

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Passing score

Associate

Level

Exam Instructions

  • •Each question can have one or multiple correct answers. Multi-answer questions will indicate this clearly.
  • •In exam mode, you have X minutes to complete all questions. The timer starts automatically.
  • •In practice mode, there is no time limit and you can view the explanation for each answer.
  • •In marathon mode, all questions in the bank are used, with no time limit and explanations for every question.
  • •You can flag questions for review and navigate freely between them.

Exam topics & domains

  • Implement and manage an analytics solution (30–35%)
  • Ingest and transform data at enterprise scale (30–35%)
  • Monitor and optimize an analytics solution (30–35%)
  • OneLake security, governance, RLS & CI/CD deployment
🎧 Audio FlashcardsAI Neural Voice

Exam Audio Pills (DP-700)

2-minute high-yield audio summaries reviewing classic exam traps and golden rules for Microsoft Certified: Fabric Data Engineer Associate.

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Analytical Stores in Microsoft Fabric

Fabric Lakehouse vs. Fabric Warehouse

Compare developer personas, write capabilities, and SQL endpoints between Fabric Lakehouse and Warehouse.

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Exam Golden Rule:

Lakehouse = Spark code in notebooks + Files and Tables + READ-ONLY SQL Analytics Endpoint. Warehouse = Full T-SQL engine supporting INSERT/UPDATE/DELETE DML, multi-table cross-database transactions, and row/column security.

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