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Databricks-Certified-Data-Analyst-Associate Databricks Certified Data Analyst Associate Exam Questions and Answers

Questions 4

A data analysis team is working with the table_bronze SQL table as a source for one of its most complex projects. A stakeholder of the project notices that some of the downstream data is duplicative. The analysis team identifies table_bronze as the source of the duplication.

Which of the following queries can be used to deduplicate the data from table_bronze and write it to a new table table_silver?

A)

CREATE TABLE table­_silver AS

SELECT DISTINCT *

FROM table_bronze;

B)

CREATE TABLE table_silver AS

INSERT *

FROM table_bronze;

C)

CREATE TABLE table_silver AS

MERGE DEDUPLICATE *

FROM table_bronze;

D)

INSERT INTO TABLE table_silver

SELECT * FROM table_bronze;

E)

INSERT OVERWRITE TABLE table_silver

SELECT * FROM table_bronze;

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

E.

Option E

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Questions 5

A data analyst has created a Query in Databricks SQL, and now they want to create two data visualizations from that Query and add both of those data visualizations to the same Databricks SQL Dashboard.

Which of the following steps will they need to take when creating and adding both data visualizations to the Databricks SQL Dashboard?

Options:

A.

They will need to alter the Query to return two separate sets of results.

B.

They will need to add two separate visualizations to the dashboard based on the same Query.

C.

They will need to create two separate dashboards.

D.

They will need to decide on a single data visualization to add to the dashboard.

E.

They will need to copy the Query and create one data visualization per query.

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Questions 6

The stakeholders.customers table has 15 columns and 3,000 rows of data. The following command is run:

After runningSELECT * FROM stakeholders.eur_customers, 15 rows are returned. After the command executes completely, the user logs out of Databricks.

After logging back in two days later, what is the status of thestakeholders.eur_customersview?

Options:

A.

The view remains available and SELECT * FROM stakeholders.eur_customers will execute correctly.

B.

The view has been dropped.

C.

The view is not available in the metastore, but the underlying data can be accessed with SELECT * FROM delta. `stakeholders.eur_customers`.

D.

The view remains available but attempting to SELECT from it results in an empty result set because data in views are automatically deleted after logging out.

E.

The view has been converted into a table.

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Questions 7

An analyst writes a query that contains a query parameter. They then add an area chart visualization to the query. While adding the area chart visualization to a dashboard, the analyst chooses "Dashboard Parameter" for the query parameter associated with the area chart.

Which of the following statements is true?

Options:

A.

The area chart will use whatever is selected in the Dashboard Parameter while all or the other visualizations will remain changed regardless of their parameter use.

B.

The area chart will use whatever is selected in the Dashboard Parameter along with all of the other visualizations in the dashboard that use the same parameter.

C.

The area chart will use whatever value is chosen on the dashboard at the time the area chart is added to the dashboard.

D.

The area chart will use whatever value is input by the analyst when the visualization is added to the dashboard. The parameter cannot be changed by the user afterwards.

E.

The area chart will convert to a Dashboard Parameter.

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Questions 8

Which of the following statements about a refresh schedule is incorrect?

Options:

A.

A query can be refreshed anywhere from 1 minute lo 2 weeks

B.

Refresh schedules can be configured in the Query Editor.

C.

A query being refreshed on a schedule does not use a SQL Warehouse (formerly known as SQL Endpoint).

D.

A refresh schedule is not the same as an alert.

E.

You must have workspace administrator privileges to configure a refresh schedule

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Questions 9

Which of the following describes how Databricks SQL should be used in relation to other business intelligence (BI) tools like Tableau, Power BI, and looker?

Options:

A.

As an exact substitute with the same level of functionality

B.

As a substitute with less functionality

C.

As a complete replacement with additional functionality

D.

As a complementary tool for professional-grade presentations

E.

As a complementary tool for quick in-platform Bl work

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Questions 10

A data analyst runs the following command:

INSERT INTO stakeholders.suppliers TABLE stakeholders.new_suppliers;

What is the result of running this command?

Options:

A.

The suppliers table now contains both the data it had before the command was run and the data from the new suppliers table, and any duplicate data is deleted.

B.

The command fails because it is written incorrectly.

C.

The suppliers table now contains both the data it had before the command was run and the data from the new suppliers table, includingany duplicate data.

D.

The suppliers table now contains the data from the new suppliers table, and the new suppliers table now contains the data from the suppliers table.

E.

The suppliers table now contains only the data from the new suppliers table.

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Questions 11

Which of the following statements about adding visual appeal to visualizations in the Visualization Editor is incorrect?

Options:

A.

Visualization scale can be changed.

B.

Data Labels can be formatted.

C.

Colors can be changed.

D.

Borders can be added.

E.

Tooltips can be formatted.

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Questions 12

A business analyst has been asked to create a data entity/object called sales_by_employee. It should always stay up-to-date when new data are added to the sales table. The new entity should have the columns sales_person, which will be the name of the employee from the employees table, and sales, which will be all sales for that particular sales person. Both the sales table and the employees table have an employee_id column that is used to identify the sales person.

Which of the following code blocks will accomplish this task?

A)

B)

C)

D)

Options:

A.

Option

B.

Option

C.

Option

D.

Option

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Questions 13

A data engineer is working with a nested array columnproductsin tabletransactions. They want to expand the table so each unique item inproductsfor each row has its own row where thetransaction_idcolumn is duplicated as necessary.

They are using the following incomplete command:

Which of the following lines of code can they use to fill in the blank in the above code block so that it successfully completes the task?

Options:

A.

array distinct(produces)

B.

explode(produces)

C.

reduce(produces)

D.

array(produces)

E.

flatten(produces)

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Exam Name: Databricks Certified Data Analyst Associate Exam
Last Update: Nov 21, 2024
Questions: 45
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