Microsoft DP-750 Exam : Implementing Data Engineering Solutions Using Azure Databricks

DP-750
  • Exam Code: DP-750
  • Exam Name: Implementing Data Engineering Solutions Using Azure Databricks
  • Updated: Aug 31, 2026
  • Q & A: 93 Questions and Answers

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Microsoft DP-750 Exam Syllabus Topics:

SectionWeightObjectives
Deploy and maintain data pipelines and workloads30-35%- Manage production workloads
  • 1. Monitor and troubleshoot pipelines
  • 2. Maintain production data engineering solutions
  • 3. Implement CI/CD processes
  • 4. Integrate Git-based development workflows
  • 5. Optimize workload performance and reliability
  • 6. Deploy workloads using Databricks Asset Bundles
  • 7. Create and manage Lakeflow Jobs
Set up and configure an Azure Databricks environment15-20%- Create and configure Azure Databricks workspaces
  • 1. Manage Databricks runtimes
  • 2. Configure networking and connectivity
  • 3. Configure compute resources and clusters
  • 4. Configure workspace settings
Prepare and process data30-35%- Ingest and transform data
  • 1. Implement streaming data processing
  • 2. Apply medallion architecture patterns
  • 3. Model and partition data
  • 4. Use Auto Loader and batch ingestion
  • 5. Implement data quality controls
  • 6. Transform data using SQL and Python
  • 7. Optimize storage and table performance
  • 8. Implement Delta Lake tables
Secure and govern Unity Catalog objects15-20%- Implement governance and security
  • 1. Implement access control and permissions
  • 2. Manage data lineage and auditing
  • 3. Manage catalogs, schemas, and tables
  • 4. Configure Unity Catalog
  • 5. Implement data-sharing capabilities

Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

Question 1

You have an Azure Databricks job named Job1 that contains an ingestion task named Task1 and transformation task named Task2. You need to ensure that if Task1 fails, the task retries automatically, and Task2 is prevented from running How should you configure Job1? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


Question 2

You have an Azure Databricks workspace.
Users report that a Databricks notebook that runs each day takes longer than expected to run.
When reading the Directed Acyclic Graph (DAG), you discover the following issues concerning the Apache Spark stage:
* Most tasks in the stage finish quickly.
* A few tasks in the stage run more slowly.
* The CPU is underutilized at the end of the stage.
* The slow tasks process many more input records.
* The stage is blocked while it waits for the few slow tasks.
What is the root cause of the issues?

A. caching
B. spilling
C. skewing
D. shuffling


Question 3

You have an Azure Databricks workspace.
You have an Azure key vault named kv-secure that stores a secret named storageKey. The value of storageKey is managed and updated by the cloud security team at your company.
You need to enable a Databricks notebook named Notebook 1 to retrieve the value of storageKey securely at runtime. The solution must follow the principle of least privilege and always retrieve the latest value.
What should you do? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


Question 4

You have an Azure Databricks workspace that is enabled for Unity Catalog and contains a catalog named finance, finance contains two schemas named default and procurement.
You need to create a table named assets in the procurement schema, assets must contain the following columns:
* asset.id
* asset, type
* asset_name
How should you complete the SQL statement? To answer, drag the appropriate values to the correct targets.
Each value may be used once, more than once, or not at all You may need to drag the split bar between panes or scroll to view content NOTE: Each correct selection is worth one point.


Question 5

You manage Declarative Automation Bundles by using the Databricks CLI.
You run the following command in a terminal window.
databricks bundle init
What occurs when you run the command?

A. Bundle-defined resources are deployed to the Databricks workspace.
B. The bundle configuration is validated.
C. A new Declarative Automation Bundles project structure is created.
D. Jobs or pipelines defined in the bundle are run.


Solutions:

Question 1
Answer: Only visible for members
Question 2
Answer: C
Question 3
Answer: Only visible for members
Question 4
Answer: Only visible for members
Question 5
Answer: C

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