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Microsoft DP-750 Exam Syllabus Topics:

Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

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

2. You have an Azure Databricks workspace that is enabled for Unity Catalog.
You need to share curated data with an external organization. The solution must meet the following requirements:
* The organization will use its own compute platform to query the data.
* Access to the data must be centrally governed by using Unity Catalog.
* Administrative effort must be minimized.
What should you do?

A) Create a pipeline to move the data to an SFTP server.
B) Grant workspace access to external users.
C) Use Delta Sharing.
D) Create a Lakeflow Connect pipeline.
E) Create a SQL warehouse for external users.

3. 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 Azure Command-Line Interface (CLI)
B) Git folders
C) the Azure Developer CLI (azd)
D) the Databricks CLI

4. You have an Azure Databricks workspace that is enabled for Unity Catalog and contains a Delta table named Orders.
You load the Orders table into an Apache Spark DataFrame named df.
You need to create a DataFrame that excludes rows where the order amount is null.
Solution: You run the following expression.
df.filter(df.order_amount.isNotNull())
Does this meet the goal?

A) No
B) Yes

5. You use Declarative Automation 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

Solutions: