May, 2024 Databricks-Certified-Professional-Data-Engineer Practice Questions

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Sample Question 1

The data architect has mandated that all tables in the Lakehouse should be configured asexternal Delta Lake tables.Which approach will ensure that this requirement is met?

A. Whenever a database is being created, make sure that the location keyword is used
B. When configuring an external data warehouse for all table storage. leverage Databricksfor all ELT.
C. Whenever a table is being created, make sure that the location keyword is used.
D. When tables are created, make sure that the external keyword is used in the createtable statement.
E. When the workspace is being configured, make sure that external cloud object storagehas been mounted.

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Sample Question 2

A small company based in the United States has recently contracted a consulting firm inIndia to implement several new data engineering pipelines to power artificial intelligenceapplications. All the company's data is stored in regional cloud storage in the United States.The workspace administrator at the company is uncertain about where the Databricksworkspace used by the contractors should be deployed Assuming that all data governance considerations are accounted for, which statementaccurately informs this decision?

A. Databricks runs HDFS on cloud volume storage; as such, cloud virtual machines mustbe deployed in the region where the data is stored.
B. Databricks workspaces do not rely on any regional infrastructure; as such, the decisionshould be made based upon what is most convenient for the workspace administrator.
C. Cross-region reads and writes can incur significant costs and latency; wheneverpossible, compute should be deployed in the same region the data is stored.
D. Databricks leverages user workstations as the driver during interactive development; assuch, users should always use a workspace deployed in a region they are physically near.
E. Databricks notebooks send all executable code from the user's browser to virtualmachines over the open internet; whenever possible, choosing a workspace region nearthe end users is the most secure.

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Sample Question 3

Each configuration below is identical to the extent that each cluster has 400 GB total ofRAM, 160 total cores and only one Executor per VM.Given a job with at least one wide transformation, which of the following clusterconfigurations will result in maximum performance?

A. • Total VMs; 1• 400 GB per Executor• 160 Cores / Executor
B. • Total VMs: 8• 50 GB per Executor • 20 Cores / Executor
C.• Total VMs: 4• 100 GB per Executor• 40 Cores/Executor
D.• Total VMs:2• 200 GB per Executor• 80 Cores / Executor

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