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GAQM Databricks Certified Data Engineer Associate Exam Sample Questions (Q12-Q17):

NEW QUESTION # 12
Which of the following describes a scenario in which a data team will want to utilize cluster pools?

A. An automated report needs to be made reproducible.
B. An automated report needs to be version-controlled across multiple collaborators.
C. An automated report needs to be tested to identify errors.
D. An automated report needs to be refreshed as quickly as possible.
E. An automated report needs to be runnable by all stakeholders.

Answer: E

NEW QUESTION # 13
An engineering manager wants to monitor the performance of a recent project using a Databricks SQL query.
For the first week following the project's release, the managerwants the query results to be updated every minute. However, the manager is concerned that the compute resources used for the query will be left running and cost the organization a lot of money beyond the first week of the project's release.
Which of the following approaches can the engineering team use to ensure the query does not cost the organization any money beyond the first week of the project's release?

A. They can set a limit to the number of DBUs that are consumed by the SQL Endpoint.
B. They cannot ensure the query does not cost the organization money beyond the first week of the project's release.
C. They can set a limit to the number of individuals that are able to manage the query's refresh schedule.
D. They can set the query's refresh schedule to end on a certain date in the query scheduler.
E. They can set the query's refresh schedule to end after a certain number of refreshes.

Answer: D

NEW QUESTION # 14
A data engineer wants to schedule their Databricks SQL dashboard to refresh once per day, but they only want the associated SQL endpoint to be running when it is necessary.
Which of the following approaches can the data engineer use to minimize the total running time of the SQL endpoint used in the refresh schedule of their dashboard?

A. They can ensure the dashboard's SQL endpoint is not one of the included query's SQL endpoint.
B. They can reduce the cluster size of the SQL endpoint.
C. They can ensure the dashboard's SQL endpoint matches each of the queries' SQL endpoints.
D. They can turn on the Auto Stop feature for the SQL endpoint.
E. They can set up the dashboard's SQL endpoint to be serverless.

Answer: D

NEW QUESTION # 15
Which of the following describes the relationship between Gold tables and Silver tables?

A. Gold tables are more likely to contain more data than Silver tables.
B. Gold tables are more likely to contain aggregations than Silver tables.
C. Gold tables are more likely to contain valuable data than Silver tables.
D. Gold tables are more likely to contain a less refined view of data than Silver tables.
E. Gold tables are more likely to contain truthful data than Silver tables.

Answer: D

NEW QUESTION # 16
A single Job runs two notebooks as two separate tasks. A data engineer has noticed that one of the notebooks is running slowly in the Job's current run. The data engineer asks a tech lead for help in identifying why this might be the case.
Which of the following approaches can the tech lead use to identify why the notebook is running slowly as part of the Job?

A. They can navigate to the Tasks tab in the Jobs UI to immediately review the processing notebook.
B. They can navigate to the Runs tab in the Jobs UI to immediately review the processing notebook.
C. There is no way to determine why a Job task is running slowly.
D. They can navigate to the Tasks tab in the Jobs UI and click on the active run to review the processing notebook.
E. They can navigate to the Runs tab in the Jobs UI and click on the active run to review the processing notebook.

Answer: E

NEW QUESTION # 17
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