Updated: Sep 01, 2026
No. of Questions: 93 Questions & Answers with Testing Engine
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| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Implementing Data Engineering Solutions Using Azure Databricks |
| Exam Number: | DP-750 |
| Related Certifications: | Microsoft Certified: Fabric Data Engineer Associate (DP-700) Microsoft Certified: Azure Data Engineer Associate (DP-203) |
| Available Languages: | English |
| Exam Duration: | 100 minutes |
| Passing Score: | 700 |
| Exam Format: | Scenario-based questions, Multiple choice, Case studies, Interactive items |
| Recommended Training: | Microsoft Learn DP-750 Study Guide DP-750 Training Course (DP-750T00) |
| Exam Registration: | Official Microsoft Certification Page Pearson VUE Exam Scheduling |
| Sample Questions: | Microsoft DP-750 Sample Questions |
| Exam Way: | Online proctored exam via Pearson VUE |
| Pre Condition: | Recommended experience with Azure Databricks, SQL, Python, and basic Azure services (Entra ID, Data Factory, Key Vault, Azure Storage). |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/implementing-data-engineering-solutions-using-azure-databricks/ |
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Configure and manage Azure Databricks environments | 15-20% | - Security and authentication setup
|
| Topic 2: Prepare and process data | 30-35% | - Data quality and validation
|
| Topic 3: Deploy and manage data pipelines and workloads | 30-35% | - Lakehouse architecture operations
|
| Topic 4: Secure and govern data using Unity Catalog | 15-20% | - Access control and policies
|
Question 1
You have an Azure Databricks workspace that is enabled for Unity Catalog You have a complex job named Job1 that contains eight tasks. Job! takes multiple hours to complete During the last job run, the final task fails due to a transient issue.
You need to retry the last task without rerunning tasks that have already completed.
What should you do?
A. Disable and reenable the job schedule.
B. Restart Job!
C. Repair the current job run.
D. Update the job parameters.
Question 2
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 3
You need to curate Unity Catalog objects that reference the ERP data. The solution must meet the governance requirements.
What should you do?
A. In the managed analytics catalog, create views that reference foreign catalog tables that use three-level naming.
B. Create a volume in the foreign catalog and store curated Delta tables in the volume.
C. Run the ALTER TABLE command on the foreign catalog tables to add new columns that are required for analytics.
D. Create Delta tables directly inside the foreign catalog by running the CREATE TABLE AS SELECT (CTAS) command.
Question 4
You have an Azure Databricks workspace
You are creating a Lakeflow Spark Declarative Pipelines (SDP) pipeline that scales automatically. You need to configure compute for the pipeline. The solution must minimize operational costs and effort. What should you use?
A. the existing SQL warehouse
B. a single-node, all-purpose cluster
C. an all-purpose cluster that uses autoscaling
D. a job cluster that uses autoscaling
Question 5
You have an Azure Databricks workspace that is enabled for Unity Catalog and contains a Delta table named Orders You load the Orders table into an Apache Spark DataFrame named df.
You need to create a DataFrame that excludes rows where the order amount is null.
Solution: You run the following expression.
df-fillna(0, subset=[ ' order_amount ' ])
Does this meet the goal?
A. Yes
B. No
Solutions:
| Question 1 Answer: C | Question 2 Answer: Only visible for members | Question 3 Answer: A | Question 4 Answer: D | Question 5 Answer: B |
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