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

"Implementing Data Engineering Solutions Using Azure Databricks", also known as DP-750 exam, is a Microsoft Certification. With the complete collection of questions and answers, PrepPDF has assembled to take you through 93 Q&As to your DP-750 Exam preparation. In the DP-750 exam resources, you will cover every field and category in Microsoft Certified: Fabric Data Engineer Associate Certification helping to ready you for your successful Microsoft Certification.

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  • Exam Code: DP-750
  • Exam Name: Implementing Data Engineering Solutions Using Azure Databricks
  • Certification Provider: Microsoft
  • Corresponding Certification: Microsoft Certified: Fabric Data Engineer Associate
  • Updated: Sep 02, 2026
  • No. of Questions: 93 Questions & Answers with Testing Engine
  • Download Limit: Unlimited

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Microsoft DP-750 Exam Syllabus Topics:

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

Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

Question 1

You need to configure the telemetry pipeline to support the planned changes for pipeline orchestration and address the resiliency issues.
What should you do?

A. Create three separate jobs and schedule them to run at staggered times.
B. Use Lakeflow Jobs and define task dependencies between the ingestion, cleansing, and curation tasks.
C. Create a single Databricks notebook that contains all the ingestion, cleansing, and curation logic in sequential cells.
D. Use Azure Data Factory to orchestrate three separate Databricks notebook activities and define the task dependencies between each notebook activity.


Question 2

You have an Azure Databricks workspace that is enabled for Unity Catalog and contains a managed Delta table named Tabid.
Table! is written by batch jobs every hour and is queried frequently by filtering two columns named Customerld and EventDate.
You expect Table1 to grow significantly over time.
The rows in Table1 are frequently updated and deleted to support compliance requests.
You need to keep query performance consistent as Table1 grows. The solution must minimize update and deletion effort.
What should you include in the solution? To answer, select the appropriate options in the answer area NOTE: Each correct selection is worth one point.


Question 3

You need to configure compute for the ingestion of telemetry data. The solution must meet the data ingestion and processing requirements.
What should you do?

A. Move the ingestion pipelines to shared compute.
B. Enable Photon acceleration for a job compute cluster.
C. Increase an all-purpose cluster to a larger fixed node type.
D. Disable autoscaling for a job compute cluster.


Question 4

You have an Azure Databricks workspace.
You have a streaming table named sales_order that is populated by using a Lakeflow Spark Declarative Pipelines (SDP) pipeline.
You need to create a new streaming table named sales_order_by_city that summarizes sales by city and calculates the total sales per city.
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 have an Azure Databticks workspace that is enabled for Unity Catalog and contains a catalog named catalog1.
You have a group named group!
You plan to create a schema named schema1 in catalog1.
You need to ensure that group1 meets the following requirements:
* Can create tables in schema1
* Can modify and query tables
* Cannot grant permissions for the schema and its objects
How should you complete the SQL statements? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


Solutions:

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

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