| Exam Code | Databricks-Certified-Data-Analyst-Associate |
| Exam Name | Databricks Certified Data Analyst Associate Exam |
| Update Date | 18 Jul, 2026 |
| Total Questions | 118 Questions Answers With Explanation |
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Query History provides Databricks SQL users with a lot of benefits. A data analyst has been asked toshare all of these benefits with their team as part of a training exercise. One of the benefitstatements the analyst provided to their team is incorrect.Which statement about Query History is incorrect?
A. It can be used to view the query plan of queries that have run.
B. It can be used to debug queries.
C. It can be used to automate query execution on multiple warehouses (formerly endpoints).
D. It can be used to troubleshoot slow running queries.
A data analyst has created a Query in Databricks SQL, and now wants to create two datavisualizations from that Query and add both of those data visualizations to the same Databricks SQLDashboard.Which step will the data analyst need to take when creating and adding both data visualizations tothe Databricks SQL Dashboard?
A. Copy the Query and create one data visualization per query.
B. Add two separate visualizations to the dashboard based on the same Query.
C. Decide on a single data visualization to add to the dashboard.
D. Alter the Query to return two separate sets of results.
What is used as a compute resource for Databricks SQL?
A. Single-node clusters
B. Downstream BI tools integrated with Databricks SQL
C. SQL warehouses
D. Standard clusters
A data analyst wants the following output:customer_name number_of_ordersJohn Doe 388Zhang San 234Which statement will produce this output?
A. SELECT customer_name, count(order_id) AS number_of_ordersFROM customersJOIN ordersON customers.customer_id = orders.customer_idGROUP BY customer_name;
B. SELECT customer_name, count(order_id) number_of_ordersFROM customersJOIN ordersON customers.customer_id = orders.customer_id USE customer_name;
C. SELECT customerjiame, (order_id) number_of_ordersFROM customersJOIN ordersON customers.customer_id = orders.customer_id;
FROM customersJOIN ordersON customers.customer_id = orders.customer_id GROUP BY customerjiame;
Which statement describes descriptive statistics?
A. A branch of statistics that uses a variety of data analysis techniques to infer properties of anunderlying distribution of probability
B. A branch of statistics that uses summary statistics to categorically describe and summarize data.
C. A branch of statistics that uses summary statistics to quantitatively describe and summarize data.
D. A branch of statistics that uses quantitative variables that must take on a finite or countablyinfinite set of values.
In which circumstance will there be a substantial difference between the variable-s mean and medianvalues?
A. When the variable is of the categorical type
B. When the variable is of the boolean type
C. When the variable contains no outliers
D. When the variable contains a lot of extreme outliers
A data analyst wants to create a Databricks SQL dashboard with multiple data visualizations andmultiple counters. What must be completed before adding the data visualizations and counters tothe dashboard?
A. All data visualizations and counters must be created using Queries.
B. A SQL warehouse (formerly known as SQL endpoint) must be turned on and selected.
C. A markdown-based tile must be added to the top of the dashboard displaying the dashboard's
name.
D. The dashboard owner must also be the owner of the queries, data visualizations, and counters.
Which location can be used to determine the owner of a managed table?
A. Review the Owner field in the table page using Catalog Explorer
B. Review the Owner field in the database page using Data Explorer
C. Review the Owner field in the schema page using Data Explorer
D. Review the Owner field in the table page using the SQL Editor
A data scientist has asked a data analyst to create histograms for every continuous variable in a dataset. The data analyst needs to identify which columns are continuous in the data set.What describes a continuous variable?
A. A quantitative variable that never stops changing
B. A quantitative variable Chat can take on a finite or countably infinite set of values
C. A quantitative variable that can take on an uncountable set of values
D. A categorical variable in which the number of categories continues to increase over time
A data analyst needs to share a Databricks SQL dashboard with stakeholders that are not permittedto have accounts in the Databricks deployment. The stakeholders need to be notified every time thedashboard is refreshed.Which approach can the data analyst use to accomplish this task with minimal effort/
A. By granting the stakeholders' email addresses permissions to the dashboard
B. By adding the stakeholders' email addresses to the refresh schedule subscribers list
C. By granting the stakeholders' email addresses to the SQL Warehouse (formerly known asendpoint) subscribers list
D. By downloading the dashboard as a PDF and emailing it to the stakeholders each time it isrefreshed
Where in the Databricks SQL workspace can a data analyst configure a refresh schedule for a querywhen the query is not attached to a dashboard or alert?
A. Data bxplorer
B. The Visualization editor
C. The Query Editor
D. The Dashboard Editor
What is a benefit of using Databricks SQL for business intelligence (Bl) analytics projects instead ofusing third-party Bl tools?
A. Computations, data, and analytical tools on the same platform
B. Advanced dashboarding capabilities
C. Simultaneous multi-user support
D. Automated alerting systems
What describes the variance of a set of values?
A. Variance is a measure of how far a single observed value is from a set ot va IN
B. Variance is a measure of how far an observed value is from the variable's maximum or minimum
value.
C. Variance is a measure of central tendency of a set of values.
D. Variance is a measure of how far a set of values is spread out from the sets central value.
Data professionals with varying responsibilities use the Databricks Lakehouse Platform Which role inthe Databricks Lakehouse Platform use Databricks SQL as their primary service?
A. Data scientist
B. Data engineer
C. Platform architect
D. Business analyst
A stakeholder has provided a data analyst with a lookup dataset in the form of a 50-row CSV file. Thedata analyst needs to upload this dataset for use as a table in Databricks SQL.Which approach should the data analyst use to quickly upload the file into a table for use inDatabricks SOL?
A. Create a table by uploading the file using the Create page within Databricks SQL
B. Create a table via a connection between Databricks and the desktop facilitated by PartnerConnect.
C. Create a table by uploading the file to cloud storage and then importing the data to Databricks.
D. Create a table by manually copying and pasting the data values into cloud storage and thenimporting the data to Databricks.
What does Partner Connect do when connecting Power Bl and Tableau?
A. Creates a Personal Access Token. downloads and installs an ODBC driver, and downloads aconfiguration file for connection by Power Bl or Tableau to a SQL Warehouse (formerly known as aSQL Endpoint).
B. Creates a Personal Access Token for authentication into Databricks SQL and emails it to you.
C. Downloads a configuration file for connection by Power Bl or Tableau to a SQL Warehouse(formerly known as a SQL Endpoint)
D. Downloads and installs an ODBC driver.
A data engineering team has created a Structured Streaming pipeline that processes data in microbatchesand populates gold-level tables. The microbatches are triggered every 10 minutes.A data analyst has created a dashboard based on this gold level data. The project stakeholders want to see the results in the dashboard updated within 10 minutes orless of new data becoming available within the gold-level tables.What is the ability to ensure the streamed data is included in the dashboard at the standardrequested by the project stakeholders?
A. A refresh schedule with an interval of 10 minutes or less
B. A refresh schedule with an always-on SQL Warehouse (formerly known as SQL Endpoint
C. A refresh schedule with stakeholders included as subscribers
D. A refresh schedule with a Structured Streaming cluster
What describes Partner Connect in Databricks?
A. it allows for free use of Databricks partner tools through a common API.
B. it allows multi-directional connection between Databricks and Databricks partners easier.
C. It exposes connection information to third-party tools via Databricks partners.
D. It is a feature that runs Databricks partner tools on a Databricks SQL Warehouse (formerly knownas a SQL endpoint).
Which statement about subqueries is correct?
A. Subqueries are not available in Databricks SQL
B. Subqueries can be used like other user-defined functions to transform data into different datatypes.
C. Subqueries can retrieve data without requiring the creation of a table or view.
D. Subqueries can be used like other built-in functions to transform data into different data types.
A data analyst is working with gold-layer tables to complete an ad-hoc project. A stakeholder hasprovided the analyst with an additional dataset that can be used to augment the gold-layer tablesalready in use.Which of the following terms is used to describe this data augmentation?
A. Data testing
B. Ad-hoc improvements
C. Last-mile
D. Last-mile ETL
E. Data enhancement
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