Try and practice the latest Microsoft : DP-750 real questions & answers
Updated: Nov 09, 2026
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Microsoft DP-750 Exam Overview:
| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Implementing Data Engineering Solutions Using Azure Databricks |
| Exam Number: | DP-750 |
| Available Languages: | English |
| Passing Score: | 700 |
| Exam Format: | Case studies, Scenario-based questions, Multiple choice, Interactive items |
| Exam Duration: | 100 minutes |
| Related Certifications: | Microsoft Certified: Azure Data Engineer Associate (DP-203) Microsoft Certified: Fabric Data Engineer Associate (DP-700) |
| Recommended Training: | DP-750 Training Course (DP-750T00) Microsoft Learn DP-750 Study Guide |
| Exam Registration: | Pearson VUE Exam Scheduling Official Microsoft Certification Page |
| 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/ |
Microsoft DP-750 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Configure and manage Azure Databricks environments | 15-20% | - Workspace and compute configuration
|
| Topic 2: Secure and govern data using Unity Catalog | 15-20% | - Access control and policies
|
| Topic 3: Deploy and manage data pipelines and workloads | 30-35% | - Pipeline design and orchestration
|
| Topic 4: Prepare and process data | 30-35% | - Data quality and validation
|
Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:
You have an Azure Databricks workspace that is enabled for Unity Catalog.
You need to recommend a pipeline that ingests files from cloud storage, performs cleansing and enrichment transformations, and writes created Delta tables for analytics. The solution must minimize development effort and provide built-in monitoring and automatic retries.
What should you include in the recommendation?
- A. an Apache Spark Structured Streaming job
- B. an Azure Data Factory pipeline that uses data flows
- C. a Databricks notebook triggered by a scheduled job
- D. a Lakeflow Spark Declarative Pipelines (SDPJ pipeline
Correct Answer: C 🗳️
Explanation: Only visible for Actual4Cert members. You can sign-up / login (it's free).
You have an Azure Databricks workspace.
You need to ingest streaming data from Azure Event Hubs by using Apache Spark Structured Streaming The solution must authenticate to Event Hubs and read the event payload.
How should you complete the PySpark code segment? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Correct Answer:
Explanation:
Reading from Azure Event Hubs in Spark Structured Streaming requires three things:
An EventHubsConf object built with the Event Hubs connection string (eventhubs.connectionString). This object is then converted to a map with .toMap before being passed to Spark.
spark.readStream.format( ' eventhubs ' ).options(**ehConf).load() to create the streaming DataFrame. The ' eventhubs ' format is provided by the azure-eventhubs-spark connector library.
A cast( ' string ' ) on the body column to decode the binary payload. Event Hubs delivers messages with the raw event bytes in a column called body - without the cast, you get binary data rather than the readable JSON or text payload.
This is the standard, documented integration pattern for connecting Azure Databricks to Event Hubs with Structured Streaming, providing the checkpoint-based exactly-once semantics required by the Contoso telemetry pipeline.
Reference: https://learn.microsoft.com/en-us/azure/databricks/connect/storage/events/eventhubs
You have an Azure Databricks workspace that is enabled for Unity Catalog.
You need to profile a table to meet the following requirements:
The count of null values per column must be evaluated repeatedly as new records are added to the table.
Changes in the count of null values must be observable over the progression of the dataset.
Which type of profile should you create?
- A. time series
- B. inference
- C. snapshot
Correct Answer: A 🗳️
Explanation: Only visible for Actual4Cert members. You can sign-up / login (it's free).
You have an Azure Databricks workspace that is enabled for Unity Catalog.
You plan to ingest data from CSV files stored in Azure Data Lake Storage Gen2. New rows are appended frequently.
You need to implement a data ingestion solution that meets the following requirements:
* New data must be available in near-real-time (NRT).
* The data must be stored in managed Delta tables.
* The solution must minimize custom code and maintenance effort.
What should you include in the solution?
- A. Auto Loader
- B. an Azure Data Factory pipeline
- C. scheduled Apache Spark batch jobs
- D. an external table that references the CSV files
Correct Answer: A 🗳️
Explanation: Only visible for Actual4Cert members. You can sign-up / login (it's free).
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. Restart Job!
- B. Update the job parameters.
- C. Repair the current job run.
- D. Disable and reenable the job schedule.
Correct Answer: C 🗳️
Explanation: Only visible for Actual4Cert members. You can sign-up / login (it's free).
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