Microsoft Fabric Data Engineer Associate (DP-700)

• Video training

  Published lessons covering the exam topics, with free previews where marked.

• Practice questions

  Topic practice with explanations and feedback after you sign in.

• Mock exams

  Full-length timed papers. One designated mock may be free for registered users.

• Case studies

  Scenario questions that share one case context.

• Explanations

  Review why an answer is right or wrong after you attempt a question.

• Knowledge checks

  Short module quizzes to confirm the lesson stuck before you move on.

• Progress tracking

  See completion, scores and weaker topics once you are signed in.

1. Domain 1

   Implement and manage an analytics solution

   30–35%

   Stand up and run Fabric analytics workspaces with the right security and governance. This domain includes workspace settings — currently Apache Airflow rather than Dataflows Gen2 — alongside Lakehouse, Warehouse and pipeline administration.

2. Domain 2

   Ingest and transform data

   30–35%

   Bring data into Fabric and shape it for analytics. Typical work uses pipelines, notebooks, PySpark and T-SQL so Lakehouse and Warehouse tables are reliable and ready to query.

3. Domain 3

   Monitor and optimize an analytics solution

   30–35%

   Keep Fabric workloads healthy: monitor pipelines and queries, troubleshoot failures, and improve performance. Real-Time Intelligence, Eventstreams and KQL appear here when the solution includes streaming or observability.

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• DP-700 Case Study 1: Sysplatform Fabric Modernisation

  10 Questions · 25 Minutes

  Metadata only until you have student access.

  Start Case Study

1. Step 1

   Learn the concepts

   Work through the DP-700 course modules so Microsoft Fabric building blocks — OneLake, Lakehouse, Warehouse, pipelines and notebooks — are familiar before you time yourself.

2. Step 2

   Practise by topic

   Use the DP-700 practice bank to drill the domain you are studying. Explanations matter more than a raw score at this stage.

3. Step 3

   Review weak areas

   After you have enough answers recorded, use SkillsNest performance feedback to see which Fabric topics still slip.

4. Step 4

   Take realistic mock exams

   Sit a full DP-700 mock under timed conditions. Registered users can start with the designated free mock exam.

5. Step 5

   Revisit weak domains before the exam

   Return to the domains that scored lowest — implement and manage, ingest and transform, or monitor and optimize — rather than replaying questions you already know.