PDF Version DemoMicrosoft DP-750 Exam Overview:
| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Implementing Data Engineering Solutions Using Azure Databricks |
| Exam Number: | DP-750 |
| Available Languages: | English |
| Exam Format: | Scenario-based questions, Case studies, Interactive items, Multiple choice |
| Exam Duration: | 100 minutes |
| Passing Score: | 700 |
| Related Certifications: | Microsoft Certified: Fabric Data Engineer Associate (DP-700) Microsoft Certified: Azure Data Engineer Associate (DP-203) |
| Recommended Training: | Microsoft Learn DP-750 Study Guide DP-750 Training Course (DP-750T00) |
| 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 |
|---|---|---|
| Configure and manage Azure Databricks environments | 15-20% | - Workspace and compute configuration
|
| Prepare and process data | 30-35% | - Data transformation and modeling
|
| Deploy and manage data pipelines and workloads | 30-35% | - Lakehouse architecture operations
|
| Secure and govern data using Unity Catalog | 15-20% | - Access control and policies
|
Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:
Question #1
You need to curate Unity Catalog objects that reference the ERP data. The solution must meet the governance requirements.
What should you do?
A. Create a volume in the foreign catalog and store curated Delta tables in the volume.
B. In the managed analytics catalog, create views that reference foreign catalog tables that use three-level naming.
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 #2
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 Cluster1. The solution must use Unity Catalog for access control.
What should you do?
A. Install the libraries by using pip from a notebook attached to Cluster1.
B. Upload the libraries to a Unity Catalog schema and install the libraries on Cluster1.
C. Install the libraries on Cluster1 and manually restart the cluster.
D. Upload the libraries to a Unity Catalog volume and install the libraries on Cluster1.
Question #3
You have an Azure Databricks workspace that is enabled for Unity Catalog.
You have a Lakeflow Spark Declarative Pipelines (SDP) pipeline that writes records to a Delta table named Table1 by using a data quality rule named rule1 You need to meet the following requirements:
* Records that violate rule! must NOT be written to Table1. but the pipeline must continue processing valid records.
* Data engineers must be able to review expectation metrics by using minimal development effort.
What should you do? 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.
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. snapshot
B. inference
C. time series
Question #5
You have an Azure Databricks account that contains a single workspace named Workspace1. Workspace1 is enabled for Unity Catalog.
You discover that data access events for Unity Catalog tables fail to appear in the logs.
You need to ensure that all the data access events are captured centrally for auditing purposes. The log data must be available for analysis as quickly as possible.
What should you do? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Solutions:
| Question #1 Correct Answer: B | Question #2 Correct Answer: D | Question #3 Correct Answer: Only visible for members | Question #4 Correct Answer: C | Question #5 Correct Answer: Only visible for members |
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