DP-700 Microsoft · Data Engineer

DP-700 practice test

Implementing Data Engineering Solutions Using Microsoft Fabric. Practice exam aligned to the DP-700 skills measured (October 2026): implementing and managing a Fabric analytics solution, ingesting and transforming batch and streaming data, and monitoring and optimizing Fabric items.

  • 6 practice tests + challenge test
  • 350 questions
  • 40 questions, 90 min per test
  • Pass at 70%

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Free DP-700 sample questions

3 questions from the free diagnostic, with answers and explanations.

Question 1 · Orchestrate processes

Which Fabric item runs a sequence of activities, such as a Copy data activity followed by a notebook, on a schedule and with dependencies between them?

  1. A data pipeline
  2. A Dataflow Gen2
  3. A Spark job definition
  4. An eventstream
Show answer

Answer: A (A data pipeline)

Data pipelines orchestrate activities with dependencies, parameters and schedules.

Question 2 · Design and implement loading patterns

Each run loads only the rows whose ModifiedDate is later than the highest value loaded by the previous run. What is this loading pattern called?

  1. Incremental load using a watermark
  2. Full load with a truncate first
  3. Change data capture (CDC)
  4. Snapshot load
Show answer

Answer: A (Incremental load using a watermark)

A high-watermark column lets each run pick up only new and changed rows, instead of reloading everything.

Question 3 · Ingest and transform batch data

Refer to the code. What happens to an incoming row whose CustomerID already exists in silver.customers?

MERGE INTO silver.customers AS t
USING staging.customer_updates AS s
  ON t.CustomerID = s.CustomerID
WHEN MATCHED THEN UPDATE SET *
WHEN NOT MATCHED THEN INSERT *
  1. The existing row is updated with the incoming values
  2. A second row with the same CustomerID is inserted
  3. The existing row is deleted, and nothing is inserted
  4. The statement fails with a duplicate key error
Show answer

Answer: A (The existing row is updated with the incoming values)

MERGE matches rows on the ON condition: matched rows are updated, and rows without a match are inserted (an upsert).

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What the DP-700 practice covers

Share of practice questions per skill area.

  • Ingest and transform batch data14%
  • Ingest and transform streaming data12%
  • Identify and resolve errors11%
  • Optimize performance11%
  • Configure Microsoft Fabric workspace settings10%
  • Configure security and governance10%
  • Orchestrate processes10%
  • Design and implement loading patterns8%
  • Monitor Fabric items8%
  • Implement lifecycle management in Fabric7%

Question formats

  • Single choice
  • Multiple select
  • Hotspot (drop-down and yes/no)
  • Drag-and-drop matching
  • Drag-and-drop select and place
  • Case studies
  • Exhibits (screenshots, diagrams and code)

Career path: Data Engineer

Ingest, transform and orchestrate data at scale with Microsoft Fabric or Azure Databricks.

  1. DP-900
  2. DP-700
  3. DP-750

Guides

DP-700 practice test FAQ

Is there a free DP-700 practice test?

Yes. Create a free account and take the DP-700 free diagnostic: 10 questions across every skill area of the exam, with a study plan for the topics to work on. You can retake it as often as you like.

How many questions are in each ExamKite DP-700 practice test?

Each full practice test has 40 questions with a 90-minute timer, and you pass at 70%. There are 6 practice tests plus a harder challenge test, with 350 questions in total.

Which question formats does the DP-700 practice include?

Single choice, multiple select, hotspot (drop-down and yes/no), drag-and-drop matching, drag-and-drop select and place, case studies and exhibits (screenshots, diagrams and code), the same formats you meet on the real exam.

Are these real DP-700 exam questions?

No. They are original questions written for ExamKite and mapped to the Microsoft skills outline, never copied from the real exam. Using leaked exam questions breaks the certification provider's exam rules and can get your certification revoked.

More answers in the full FAQ.

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