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Databricks-Certified-Data-Analyst-Associate PDF



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  • Exam Name: Databricks Certified Data Analyst Associate Exam
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Databricks-Certified-Data-Analyst-Associate Questions and Answers

Question # 1

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?


Business analyst


SQL analyst


Data engineer


Business intelligence analyst


Data analyst

Question # 2

A data analyst has been asked to configure an alert for a query that returns the income in the accounts_receivable table for a date range. The date range is configurable using a Date query parameter.

The Alert does not work.

Which of the following describes why the Alert does not work?


Alerts don't work with queries that access tables.


Queries that return results based on dates cannot be used with Alerts.


The wrong query parameter is being used. Alerts only work with Date and Time query parameters.


Queries that use query parameters cannot be used with Alerts.


The wrong query parameter is being used. Alerts only work with drogdown list query parameters, not dates.

Question # 3

A data analyst needs to use the Databricks Lakehouse Platform to quickly create SQL queries and data visualizations. It is a requirement that the compute resources in the platform can be made serverless, and it is expected that data visualizations can be placed within a dashboard.

Which of the following Databricks Lakehouse Platform services/capabilities meets all of these requirements?


Delta Lake


Databricks Notebooks




Databricks Machine Learning


Databricks SQL

Question # 4

A data analyst has set up a SQL query to run every four hours on a SQL endpoint, but the SQL endpoint is taking too long to start up with each run.

Which of the following changes can the data analyst make to reduce the start-up time for the endpoint while managing costs?


Reduce the SQL endpoint cluster size


Increase the SQL endpoint cluster size


Turn off the Auto stop feature


Increase the minimum scaling value


Use a Serverless SQL endpoint

Question # 5

Which of the following is an advantage of using a Delta Lake-based data lakehouse over common data lake solutions?


ACID transactions


Flexible schemas


Data deletion


Scalable storage


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