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

DP-750 real exams

Exam Code: DP-750

Exam Name: Implementing Data Engineering Solutions Using Azure Databricks

Updated: Aug 30, 2026

Q & A: 93 Questions and Answers

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Microsoft DP-750 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Prepare and process data30-35%- Ingest and transform data
  • 1. Implement streaming data processing
  • 2. Transform data using SQL and Python
  • 3. Apply medallion architecture patterns
  • 4. Optimize storage and table performance
  • 5. Implement data quality controls
  • 6. Model and partition data
  • 7. Implement Delta Lake tables
  • 8. Use Auto Loader and batch ingestion
Topic 2: Set up and configure an Azure Databricks environment15-20%- Create and configure Azure Databricks workspaces
  • 1. Configure compute resources and clusters
  • 2. Manage Databricks runtimes
  • 3. Configure networking and connectivity
  • 4. Configure workspace settings
Topic 3: Deploy and maintain data pipelines and workloads30-35%- Manage production workloads
  • 1. Implement CI/CD processes
  • 2. Integrate Git-based development workflows
  • 3. Maintain production data engineering solutions
  • 4. Optimize workload performance and reliability
  • 5. Monitor and troubleshoot pipelines
  • 6. Create and manage Lakeflow Jobs
  • 7. Deploy workloads using Databricks Asset Bundles
Topic 4: 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 access control and permissions
  • 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 workspace that is enabled for Unity Catalog.
You need to implement a data lifecycle and expiration solution that meets the following requirements
* Transaction logs and deleted data files that are older than 90 days must be removed from Delta tables to reclaim storage.
* All the tables must remain available for querying during the cleanup process.
* Administrative effort must be minimized
What should you do for each requirement? 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 that contains the objects shown in the following table.
Name | Type
Catalog1 | Catalog
Schema1 | Schema
Sales1 | Table
Notebook1 | Notebook
Space1 | AI/BI Genie space
Users often use the following words to refer to a sale: transaction, event, order, and invoice.
You need to create a knowledge store. The solution must ensure that when the users use any of the words in Space1, Genie queries the Sales1 table. Any other Genie spaces must remain unaffected.
To which object should you add the instructions?

A. Schema1
B. Notebook1
C. Space1
D. Sales1


Question 3

You need to recommend a compute type for the production ingestion workloads and BI workloads. The solution must meet the environment and compute requirements.
What should you recommend for each type of workload? 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 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 5

You have an Azure Databricks workspace that is enabled for Unity Catalog.
You plan to create a job in Lakeflow Jobs named Job1 that:
* Ingests data from cloud storage
* Runs two independent transformation tasks
The transformation tasks must run only after the ingestion completes and must run in parallel.
You need to design the task logic for Job1.
What should you configure?

A. two ingestion tasks, each followed by a transformation task
B. One ingestion task with two parallel downstream transformation tasks
C. independent tasks with no defined dependencies
D. a single task that performs ingestion and transformations sequentially


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: B

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