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Microsoft Microsoft Certified: Fabric Data Engineer Associate DP-750

DP-750

Exam Code: DP-750

Exam Name: Implementing Data Engineering Solutions Using Azure Databricks

Updated: Jul 26, 2026

Q & A: 93 Questions and Answers

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Microsoft DP-750 Exam Syllabus Topics:

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

Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

1. You have an Azure Databricks workspace named Workspace1. You create a compute cluster named Cluser1 that will be used to ingest data.
You need to install the required libraries on Cluster 1. The solution must use Unity Catalog for access control.
What should you do?

A) Install the libraries on Cluster1 and manually restart the cluster.
B) Create a custom dependency management script and run the script from a Databricks notebook.
C) Upload the libraries to Workspace1 and install the libraries on Cluster1.
D) Install the libraries by using pip3.


2. Which ingestion option should you recommend for each data source? To answer, drag the appropriate options to the correct data sources. Each option 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.


3. You have an Azure Databricks workspace that contains a job in Lakeflow Jobs named Job1.
Job! contains three tasks named Task1, Task2. and Task3.
If Task1 fails, Task2 and Task3 must be prevented from running. Successfully completed tasks must NOT rerun during recovery.
You need to configure Job1 to support controlled failure handling and recovery What should you configure? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


4. 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.


5. You have an Azure Databricks workspace named Workspace1 that contains a takehouse and is enabled for Unity Catalog.
You have a connection to a Microsoft SQL Server database named DB1.
You need to expose the schemas and tables of DB1 to meet the following requirements:
* The schemas and tables can be queried in Databricks.
* The schemas and tables appear alongside other Unity Catalog objects.
* The data is NOT copied into Databricks-managed storage.
Solution: You create a new native catalog in Unity Catalog. Does this meet the goal?

A) No
B) Yes


Solutions:

Question # 1
Answer: D
Question # 2
Answer: Only visible for members
Question # 3
Answer: Only visible for members
Question # 4
Answer: Only visible for members
Question # 5
Answer: A

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