A marketing analyst who is not familiar with SQL needs to explore customer purchase trends. The analyst wants to ask questions in plain English and receive answers that include visualizations. The data is stored in a Databricks Unity Catalog. Which solution should the analyst use?

Databricks Notebook with Python and matplotlib

AI/BI Genie space connected to the relevant tables

Databricks SQL query editor with a saved parameterized query

Databricks Dashboard with pre-built visualizations

How do AI/BI Genie spaces integrate with Databricks to provide value?

By providing a separate data storage system independent of Databricks

By connecting directly to data stored in the Databricks Lakehouse

By replacing the Databricks SQL warehouse with a new query engine

By acting as a standalone BI tool that does not require Databricks

A Genie space is returning an error when a user asks a question. The error message says 'Table not found'. The user is certain the table exists. What is the most likely cause?

The user does not have permission to view the Genie space

The table is not added as a data source in the Genie space

The AI model is not trained on the table

The SQL warehouse is not running

A business analyst is using a Genie space to ask questions about inventory data. The analyst asks a question and receives a response that includes a table and a chart. What are the main components of the Genie space that made this possible?

SQL warehouse, dashboard, and notebook

Data pipeline, cluster, and visualization library

Chat interface, data source (inventory table), and underlying AI model

Query history, alerts, and refresh schedule

DatabricksCertified Data Analyst Associate

Domain 7Objective 1

Describe the Purpose, Key Features, and Components of AI/BI Genie Spaces. DATA-ANALYST-ASSOCIATE Practice Questions (Page 4)

Part of the Section 7: Developing, Sharing, and Maintaining AI/BI Genie spaces domain, which makes up ~11% of our current practice bank. Databricks does not publish an official question count, but from its 90-minute exam (~35–60 total, ~4–7 in this domain), expect 1–2 from this objective — we provide 22 practice questions to prepare you well beyond it. (estimate)

22questions here

5free pages

3concepts

Questions 16–20

16application · medium
A marketing analyst who is not familiar with SQL needs to explore customer purchase trends. The analyst wants to ask questions in plain English and receive answers that include visualizations. The data is stored in a Databricks Unity Catalog. Which solution should the analyst use?
Select an answer first
17application · medium
A Genie space is configured with a table named 'customer_feedback'. A user asks: 'What is the average rating by product?' The Genie space generates a response. Which component of the Genie space is responsible for interpreting the user's question and generating the SQL query?
Select an answer first
18foundation · easy
How do AI/BI Genie spaces integrate with Databricks to provide value?
Select an answer first
19expert · hard
A Genie space is returning an error when a user asks a question. The error message says 'Table not found'. The user is certain the table exists. What is the most likely cause?
Select an answer first
20application · medium
A business analyst is using a Genie space to ask questions about inventory data. The analyst asks a question and receives a response that includes a table and a chart. What are the main components of the Genie space that made this possible?
Select an answer first

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