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The Best Databricks Databricks-Certified-Data-Engineer-Associate Exam Training materials

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The Databricks Certified Data Engineer Associate Exam certification exam consists of 60 multiple-choice questions that need to be answered within 90 minutes. Databricks-Certified-Data-Engineer-Associate Exam is available in English and is delivered online through the GAQM testing platform. Databricks Certified Data Engineer Associate Exam certification exam is open to all individuals who are interested in data engineering and Databricks, regardless of their educational background.

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Databricks Certified Data Engineer Associate Exam Sample Questions (Q87-Q92):

NEW QUESTION # 87
An engineering manager uses a Databricks SQL query to monitor ingestion latency for each data source. The manager checks the results of the query every day, but they are manually rerunning the query each day and waiting for the results.
Which of the following approaches can the manager use to ensure the results of the query are updated each day?

A. They can schedule the query to refresh every 1 day from the query's page in Databricks SQL.
B. They can schedule the query to run every 12 hours from the Jobs UI.
C. They can schedule the query to refresh every 12 hours from the SQL endpoint's page in Databricks SQL.
D. They can schedule the query to refresh every 1 day from the SQL endpoint's page in Databricks SQL.
E. They can schedule the query to run every 1 day from the Jobs UI.

Answer: A

Explanation:
Databricks SQL allows users to schedule queries to run automatically at a specified frequency and time zone. This can help users to keep their dashboards or alerts updated with the latest data. To schedule a query, users need to do the following steps:
In the Query Editor, click Schedule > Add schedule to open a menu with schedule settings.
Choose when to run the query. Use the dropdown pickers to specify the frequency, period, starting time, and time zone. Optionally, select the Show cron syntax checkbox to edit the schedule in Quartz Cron Syntax.
Choose More options to show optional settings. Users can also choose a name for the schedule, and a SQL warehouse to power the query.
Click Create. The query will run automatically according to the schedule.
The other options are incorrect because they do not refer to the correct location or frequency to schedule the query. The query's page in Databricks SQL is the place where users can edit, run, or schedule the query. The SQL endpoint's page in Databricks SQL is the place where users can manage the SQL warehouses and SQL endpoints. The Jobs UI is the place where users can create, run, or schedule jobs that execute notebooks, JARs, or Python scripts. Reference: Schedule a query, What are Databricks SQL alerts?, Jobs.

NEW QUESTION # 88
Which of the following is hosted completely in the control plane of the classic Databricks architecture?

A. Databricks Filesystem
B. Databricks web application
C. Worker node
D. Driver node
E. JDBC data source

Answer: B

Explanation:
The Databricks web application is the user interface that allows you to create and manage workspaces, clusters, notebooks, jobs, and other resources. It is hosted completely in the control plane of the classic Databricks architecture, which includes the backend services that Databricks manages in your Databricks account. The other options are part of the compute plane, which is where your data is processed by compute resources such as clusters. The compute plane is in your own cloud account and network. References: Databricks architecture overview, Security and Trust Center

NEW QUESTION # 89
A data engineer has a Job with multiple tasks that runs nightly. Each of the tasks runs slowly because the clusters take a long time to start.
Which of the following actions can the data engineer perform to improve the start up time for the clusters used for the Job?

A. They can use jobs clusters instead of all-purpose clusters
B. They can configure the clusters to be single-node
C. They can use endpoints available in Databricks SQL
D. They can use clusters that are from a cluster pool
E. They can configure the clusters to autoscale for larger data sizes

Answer: A

NEW QUESTION # 90
A data engineer wants to create a new table containing the names of customers that live in France.
They have written the following command:

A senior data engineer mentions that it is organization policy to include a table property indicating that the new table includes personally identifiable information (PII).
Which of the following lines of code fills in the above blank to successfully complete the task?

A. There is no way to indicate whether a table contains PII.
B. "COMMENT PII"
C. TBLPROPERTIES PII
D. COMMENT "Contains PII"
E. PII

Answer: D

Explanation:
Explanation
Ref:https://www.databricks.com/discover/pages/data-quality-management
CREATE TABLE my_table (id INT COMMENT 'Unique Identification Number', name STRING COMMENT 'PII', age INT COMMENT 'PII') TBLPROPERTIES ('contains_pii'=True) COMMENT 'Contains PII';

NEW QUESTION # 91
Which two components function in the DB platform architecture's control plane? (Choose two.)

A. Unity Catalog
B. Compute Orchestration
C. Serverless Compute
D. Virtual Machines
E. Compute

Answer: A,B

NEW QUESTION # 92
......

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