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Reference: https://www.databricks.com/learn/certification/data-analyst-associate
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Databricks Certified Data Analyst Associate Sample Questions:
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 matches each of the queries' SQL endpoints.
- B. They can ensure the dashboard's SQL endpoint is not one of the included query's SQL endpoint.
- C. They can turn on the Auto Stop feature for the SQL endpoint.
- D. They can set up the dashboard's SQL endpoint to be serverless.
- E. They can reduce the cluster size of the SQL endpoint.
Correct Answer: C 🗳️
Explanation: Only visible for TestSimulate members. You can sign-up / login (it's free).
Which of the following approaches can be used to connect Databricks to Fivetran for data ingestion?
- A. Use Partner Connect ' s automated workflow to establish a cluster for Fivetran to interact with
- B. Use Delta Live Tables to establish a cluster for Fivetran to interact with
- C. Use Partner Connect ' s automated workflow to establish a SQL warehouse (formerly known as a SQL endpoint) for Fivetran to interact with
- D. Use Workflows to establish a SQL warehouse (formerly known as a SQL endpoint) for Fivetran to interact with
- E. Use Workflows to establish a cluster for Fivetran to interact with
Correct Answer: A 🗳️
Explanation: Only visible for TestSimulate members. You can sign-up / login (it's free).
Data professionals with varying titles use the Databricks SQL service as the primary touchpoint with the Databricks Lakehouse Platform. However, some users will use other services like Databricks Machine Learning or Databricks Data Science and Engineering.
Which of the following roles uses Databricks SQL as a secondary service while primarily using one of the other services?
- A. SQL analyst
- B. Business analyst
- C. Business intelligence analyst
- D. Data analyst
- E. Data engineer
Correct Answer: E 🗳️
Explanation: Only visible for TestSimulate members. You can sign-up / login (it's free).
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;
- A. Option E
- B. Option D
- C. Option C
- D. Option A
- E. Option B
Correct Answer: D 🗳️
Explanation: Only visible for TestSimulate members. You can sign-up / login (it's free).
A data analyst has come across a column in a table that contains personally identifiable information (PII). The data analyst should not have access to this type of PII data.
How should the data analyst proceed?
- A. Stop working with the data and proceed with the project using other data.
- B. Stop working with the data and notify their supervisor to ensure the data is handled following organizational and legal best practices.
- C. Stop working with the data and delete the table and any existing metadata or data files.
- D. Drop the column containing PII data and continue with the project without notifying anybody.
Correct Answer: B 🗳️
Explanation: Only visible for TestSimulate members. You can sign-up / login (it's free).
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