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Implementing Data Engineering Solutions Using Azure Databricks

Last Update Sep 18, 2026
Total Questions : 91

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Implementing Data Engineering Solutions Using Azure Databricks Questions and Answers

Questions 1

You have an Azure Databricks workspace that contains the objects shown in the following table.

Name | Type

Catalog1 | Catalog

Schema1 | Schema

Sales1 | Table

Notebook1 | Notebook

Space1 | AI/BI Genie space

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?

Options:

A.

Sales1

B.

Space1

C.

Notebook1

D.

Schema1

Questions 2

You have an Azure Databricks workspace that contains an all-purpose cluster named Cluster! You need to configure Cluster1 to meet the following requirements;

• The cluster must scale up automatically when workloads increase.

• The cluster must scale down automatically when workloads decrease.

The solution must minimize costs.

Which two actions should you perform? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Disable Photon acceleration.

B.

Apply a compute policy that enables users to manage the cluster settings.

C.

Configure Cluster1 to terminate after 30 minutes of inactivity.

D.

Enable autoscaling for Cluster1.

E.

Specify a fixed number of workers.

Questions 3

You have an Azure Databricks workspace that is enabled for Unity Catalog

You have a complex job named Job1 that contains eight tasks. Job! takes multiple hours to complete

During the last job run, the final task fails due to a transient issue.

You need to retry the last task without rerunning tasks that have already completed.

What should you do?

Options:

A.

Update the job parameters.

B.

Repair the current job run.

C.

Restart Job!

D.

Disable and reenable the job schedule.