Microsoft DP-750 - Implementing Data Engineering Solutions Using Azure Databricks Exam
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Total 108 questions
Question #11 (Topic: Topic 1, Set up and configure an Azure Databricks environment
)
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 administrative effort.
What should you use?
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 administrative effort.
What should you use?
A. serverless compute
B. a single-node, all-purpose cluster
C. an all-purpose cluster that uses autoscaling
D. an existing SQL warehouse
E. a job cluster that uses autoscaling
Answer: A
Question #12 (Topic: Topic 1, Set up and configure an Azure Databricks environment
)
You have an Azure Databricks solution that was developed by multiple engineers and deployed to development, test, and production environments.
You need to implement an application lifecycle management (ALM) process that meets the following requirements:
Deploys and provides source control for Databricks notebooks, workflows, and jobs in a consistent and repeatable way
Parameterizes the target deployment environment
What should you include in the solution?
You need to implement an application lifecycle management (ALM) process that meets the following requirements:
Deploys and provides source control for Databricks notebooks, workflows, and jobs in a consistent and repeatable way
Parameterizes the target deployment environment
What should you include in the solution?
A. the export and import of Databricks workspaces
B. Databricks resources managed by using the Databricks Terraform provider
C. Git folders and manual promotion
D. Declarative Automation Bundles in Git
Answer: D
Question #13 (Topic: Topic 1, Set up and configure an Azure Databricks environment
)
HOTSPOT
You have an Azure Databricks workspace that contains a cluster named Cluster1.
Cluster1 has the following characteristics:
Configured as a single node cluster
Uses a general purpose virtual machine node type
The cluster runtime environment has the following configurations:
Uses Databricks Runtime for Machine Learning (Databricks Runtime ML)
Includes common machine learning libraries
Supports Python workloads
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
You have an Azure Databricks workspace that contains a cluster named Cluster1.
Cluster1 has the following characteristics:
Configured as a single node cluster
Uses a general purpose virtual machine node type
The cluster runtime environment has the following configurations:
Uses Databricks Runtime for Machine Learning (Databricks Runtime ML)
Includes common machine learning libraries
Supports Python workloads
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Answer: 
Question #14 (Topic: Topic 1, Set up and configure an Azure Databricks environment
)
You have an Azure Databricks workspace that contains the objects shown in the following table.
Users often use the following words to refer to a sale: transaction, event, order, and invoice.
You need to create a knowledge store. The solution must ensure that when the users use any of the words in Space1, Genie queries the Sales1 table. Any other Genie spaces must remain unaffected.
To which object should you add the instructions?
Users often use the following words to refer to a sale: transaction, event, order, and invoice.
You need to create a knowledge store. The solution must ensure that when the users use any of the words in Space1, Genie queries the Sales1 table. Any other Genie spaces must remain unaffected.
To which object should you add the instructions?
A. Sales1
B. Schema1
C. Space1
D. Catalog1
E. Notebook1
Answer: C
Question #15 (Topic: Topic 1, Set up and configure an Azure Databricks environment
)
You manage Declarative Automation Bundles by using the Databricks CLI.
You run the following command in a terminal window.
databricks bundle init
What occurs when you run the command?
You run the following command in a terminal window.
databricks bundle init
What occurs when you run the command?
A. The bundle configuration is validated.
B. A new Declarative Automation Bundles project structure is created.
C. Bundle-defined resources are deployed to the Databricks workspace.
D. Jobs or pipelines defined in the bundle are run.
Answer: B
