A company wants to use Genie spaces to allow users to query data, but the company has a strict data governance policy that requires users to see only aggregated data, not row-level details. What is the best way to achieve this with Genie spaces?

Grant users SELECT on the base tables and disable the 'Show SQL' feature

Create views that aggregate the data and add those views as data sources in the Genie space

Use a separate Genie space for each user and add the base tables

Add the base tables as data sources and rely on the AI model to only return aggregated results

A data analyst is setting up a Genie space for a team of non-technical users. The analyst wants to ensure that the users can ask questions and get answers, but the analyst also wants to control which tables the Genie space can access. What should the analyst do?

Create a Genie space and then disable the AI model

Create a Genie space and then write SQL queries for each user

Create a Genie space and grant users access to the entire schema

Create the Genie space and add only the relevant tables as data sources

A company wants to use Genie spaces to allow business users to query data. The company is concerned about the accuracy of the AI-generated responses. What is a key feature of Genie spaces that helps users assess the reliability of the answers?

The ability to export the results to a notebook

The ability to automatically correct any errors in the data

The ability to train the AI model on custom data

The ability to view the underlying SQL query that was generated

A data team is setting up a Genie space for a group of analysts. The analysts need to ask questions about sales data, but they also need to be able to verify the accuracy of the answers. The team wants to ensure that the Genie space only accesses the 'sales' table and not other tables in the schema. Which two actions should the team take?

Use a separate Genie space for each analyst and add the 'sales' table to each

Create a view for each analyst and add all views as data sources

Add the 'sales' table as a data source and enable the 'Show SQL' feature

Grant the analysts SELECT on the schema and disable the AI model

Which of the following is a key feature of AI/BI Genie spaces?

Real-time streaming data ingestion

Automated model hyperparameter tuning

Natural language querying of data

Automated data backup and recovery

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 1)

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 1–5

1expert · hard
A company wants to use Genie spaces to allow users to query data, but the company has a strict data governance policy that requires users to see only aggregated data, not row-level details. What is the best way to achieve this with Genie spaces?
Select an answer first
2application · medium
A data analyst is setting up a Genie space for a team of non-technical users. The analyst wants to ensure that the users can ask questions and get answers, but the analyst also wants to control which tables the Genie space can access. What should the analyst do?
Select an answer first
3application · medium
A company wants to use Genie spaces to allow business users to query data. The company is concerned about the accuracy of the AI-generated responses. What is a key feature of Genie spaces that helps users assess the reliability of the answers?
Select an answer first
4expert · hard
A data team is setting up a Genie space for a group of analysts. The analysts need to ask questions about sales data, but they also need to be able to verify the accuracy of the answers. The team wants to ensure that the Genie space only accesses the 'sales' table and not other tables in the schema. Which two actions should the team take?
Select an answer first
5foundation · easy
Which of the following is a key feature of AI/BI Genie spaces?
Select an answer first

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