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Microsoft DP-750 Exam Syllabus Topics:

SectionWeightObjectives
Secure and govern Unity Catalog objects15-20%- Implement governance and security
  • 1. Implement data-sharing capabilities
  • 2. Configure Unity Catalog
  • 3. Manage catalogs, schemas, and tables
  • 4. Manage data lineage and auditing
  • 5. Implement access control and permissions
Prepare and process data30-35%- Ingest and transform data
  • 1. Implement Delta Lake tables
  • 2. Implement streaming data processing
  • 3. Implement data quality controls
  • 4. Use Auto Loader and batch ingestion
  • 5. Transform data using SQL and Python
  • 6. Optimize storage and table performance
  • 7. Apply medallion architecture patterns
  • 8. Model and partition data
Deploy and maintain data pipelines and workloads30-35%- Manage production workloads
  • 1. Implement CI/CD processes
  • 2. Monitor and troubleshoot pipelines
  • 3. Maintain production data engineering solutions
  • 4. Optimize workload performance and reliability
  • 5. Integrate Git-based development workflows
  • 6. Deploy workloads using Databricks Asset Bundles
  • 7. Create and manage Lakeflow Jobs
Set up and configure an Azure Databricks environment15-20%- Create and configure Azure Databricks workspaces
  • 1. Configure workspace settings
  • 2. Manage Databricks runtimes
  • 3. Configure networking and connectivity
  • 4. Configure compute resources and clusters

Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

Question 1

You have an Azure Databricks workspace that is enabled for Unity Catalog and contains:
* A catalog named Finance
* A schema named Purchases in the Finance catalog
* A table named Transactions in the Purchases schema
You need to ensure that a user named finance_user can query the Transactions table. The solution must follow the principle of least privilege.
Which permission should you grant to finance_user for each object? To answer, drag the appropriate permissions to the correct objects. Each permission 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 2

You have an Azure Databricks workspace that contains a job in Lakeflow Jobs named Job1. Job1 contains multiple tasks.
Failures of non-critical tasks must be logged but must NOT trigger notifications. Notifications must be triggered only when critical tasks have failed, and Job1 has completed You need to configure the job alerting behavior.
What should trigger a notification?

A. a job failure
B. task success
C. a task failure
D. job success


Question 3

You need to configure compute for the ingestion of telemetry data. The solution must meet the data ingestion and processing requirements.
What should you do?

A. Disable autoscaling for a job compute cluster.
B. Enable Photon acceleration for a job compute cluster.
C. Increase an all-purpose cluster to a larger fixed node type.
D. Move the ingestion pipelines to shared compute.


Question 4

You need to deploy Declarative Automation Bundles to a development environment. The solution must support automated and repeatable deployments across environments.
What should you use?

A. the Jobs UI
B. the Databricks CLI
C. Git folders
D. the Databricks SDK for Python


Question 5

You have an Azure Databricks workspace named Workspace1 that contains a lakehouse and is enabled for Unity Catalog.
You have a connection to a Microsoft SQL Server database named DB1.
You need to expose the schemas and tables of DB1 to meet the following requirements:
* The schemas and tables can be queried in Databricks.
* The schemas and tables appear alongside other Unity Catalog objects.
* The data is NOT copied into Databricks-managed storage.
Solution: You create a foreign catalog in Catalog Explorer.
Does this meet the goal?

A. Yes
B. No


Solutions:

Question 1
Answer: Only visible for members
Question 2
Answer: A
Question 3
Answer: B
Question 4
Answer: B
Question 5
Answer: A

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