Microsoft DP-750 Questions & Answers - in .pdf
- Vendor: Microsoft
- Exam Code: DP-750
- Exam Name: Implementing Data Engineering Solutions Using Azure Databricks
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- Exam Code: DP-750
- Exam Name: Implementing Data Engineering Solutions Using Azure Databricks
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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 |
| Related Certifications: | Microsoft Certified: Azure Databricks Data Engineer Associate |
| Sample Questions: | Microsoft DP-750 Sample Questions |
| Exam Way: | Microsoft certification exam delivered through Pearson VUE testing centers and online proctored exam. |
| Pre Condition: | No mandatory prerequisite exam. Candidates should have experience with Azure Databricks, SQL, Python, data engineering concepts, Unity Catalog, Git, Microsoft Entra ID, Azure Data Factory, and Azure Monitor. |
| 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: Secure and govern Unity Catalog objects | 15-20% | - Implement governance and security
|
| Topic 2: Set up and configure an Azure Databricks environment | 15-20% | - Create and configure Azure Databricks workspaces
|
| Topic 3: Prepare and process data | 30-35% | - Ingest and transform data
|
| Topic 4: Deploy and maintain data pipelines and workloads | 30-35% | - Manage production workloads
|
Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:
1. You have an Azure Databricks workspace named Workspace1 that is attached to a Unity Catalog metastore named metastore1 You need to register an Azure Storage account named account1 that has a hierarchical namespace enabled as an external location The external location must use a managed identity to authenticate to account1 and the solution must follow the principle of least privilege.
Which three actions should you perform in sequence ' To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
2. You use Databricks Asset Bundles to manage two jobs and an app.
You need to deploy the bundle to development and production environments. The solution must meet the following requirements
* Deploy the app to both environments.
* Deploy only one job to development.
* Minimize administrative effort.
What should you use?
A) a resources node in a databricks.yml file
B) a variables node in a databricks.yml file
C) separate databricks.yml files for each environment
D) a targets node in a databricks.yml file
3. You have an Azure Databricks workspace that is enabled for Unity Catalog.
You need to implement a daily batch data process that requires complex and highly customized Python transformations. The solution must minimize additional complexity.
What should you include in the solution?
A) a Lakeflow Spark Declarative Pipelines (SDP) pipeline
B) a Databricks notebook triggered by a job
C) an Azure Data Factory pipeline that has data flows
D) a continuous job in Lakeflow Jobs
4. You have an Azure Databricks job named Job1 that contains an ingestion task named Task1 and transformation task named Task2. You need to ensure that if Task1 fails, the task retries automatically, and Task2 is prevented from running How should you configure Job1? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
5. 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.
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: Only visible for members | Question # 5 Answer: Only visible for members |
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