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Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

1. Which Azure service is best integrated with Databricks Unity Catalog for centralized data governance?

A) Microsoft Purview
B) Azure DevTest Labs
C) Azure Automation
D) Azure Key Vault

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

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

3. Drag and Drop Question
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.

4. A Delta table receives new fields in incoming JSON data. You want to automatically adapt without breaking pipelines. What should you enable?

A) Manually update schema each time
B) Auto Loader with schema inference and evolution
C) Use overwrite mode
D) Disable schema enforcement

5. 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 job cluster that uses autoscaling
C) a single-node, all-purpose cluster
D) an all-purpose cluster that uses autoscaling

Solutions: