A user asks a Genie space: 'Show me total sales by region for the last 6 months.' The Genie space returns a table and a bar chart. What key feature of Genie spaces is demonstrated?

Machine learning model training

Automated data pipeline creation

Natural language querying and AI-generated responses with visualizations

A company wants to deploy a Genie space for its finance team. The finance team needs to ask questions about budget data and receive answers that are grounded in the company's actual tables, not generic AI knowledge. What feature of Genie spaces ensures the answers are based on the company's data?

The AI model is trained on the company's financial documents

The space automatically creates a data pipeline to refresh the data

The space is connected to specific tables in Unity Catalog

The space uses a private AI model that is isolated from other customers

A data analyst is troubleshooting a Genie space that is returning incorrect results for a question about 'total revenue'. The analyst suspects the issue is with the data source. What should the analyst check first?

Check the network connection to the Databricks workspace

Verify that the correct table is added as a data source and that the table contains the expected data

Rebuild the Genie space from scratch

Check the AI model's training data

A data team wants to allow business users to ask questions about sales data in a Genie space. The team wants to ensure that the Genie space only accesses approved tables and that users cannot accidentally query other data. What should the team configure?

Disable the AI model and use only pre-written queries

Grant users SELECT permission on all tables in the schema

Create a separate cluster for each user

Add only the approved tables as data sources in the Genie space

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 2)

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 6–10

6foundation · easy
Which of the following is a main component of an AI/BI Genie space?
Select an answer first
7application · medium
A user asks a Genie space: 'Show me total sales by region for the last 6 months.' The Genie space returns a table and a bar chart. What key feature of Genie spaces is demonstrated?
Select an answer first
8application · medium
A company wants to deploy a Genie space for its finance team. The finance team needs to ask questions about budget data and receive answers that are grounded in the company's actual tables, not generic AI knowledge. What feature of Genie spaces ensures the answers are based on the company's data?
Select an answer first
9expert · hard
A data analyst is troubleshooting a Genie space that is returning incorrect results for a question about 'total revenue'. The analyst suspects the issue is with the data source. What should the analyst check first?
Select an answer first
10application · medium
A data team wants to allow business users to ask questions about sales data in a Genie space. The team wants to ensure that the Genie space only accesses approved tables and that users cannot accidentally query other data. What should the team configure?
Select an answer first

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