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DatabricksCertified Data Analyst Associate

Domain 7Objective 4

Optimize AI/BI Genie Spaces by Tracking User Questions, Response Accuracy, and Feedback; Updating Instructions and Trusted Assets Based on Stakeholder Input; Validating Accuracy with Benchmarks; Refreshing Unity Catalog Metadata. DATA-ANALYST-ASSOCIATE Practice Questions (Page 3)

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 29 practice questions to prepare you well beyond it. (estimate)

29questions here
6free pages
7concepts

Questions 11–15

  1. 11application · medium

    A retail company's AI/BI Genie space answers questions about product sales. Stakeholders have provided feedback that the Genie space sometimes uses the 'returns' table instead of the 'net_sales' table, leading to incorrect answers. The team has also received feedback that the instructions are too vague. What should the team do to address both issues?

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  2. 12foundation · easy

    Which item is an example of a trusted asset in an AI/BI Genie space?

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  3. 13foundation · easy

    Stakeholders report that an AI/BI Genie space often gives overly technical answers. Which action directly addresses this feedback?

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  4. 14application · medium

    A sales team's AI/BI Genie space uses a 'leads' table that is missing some new columns added by the data engineering team. The Genie space is also returning inaccurate results for questions about lead sources. The team has confirmed that the new columns are available in Unity Catalog. What should the team do to ensure the Genie space uses the updated table?

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  5. 15application · medium

    An operations team has an AI/BI Genie space for logistics. They want to understand which questions are most frequently asked and whether users are satisfied with the responses. The team has access to the Genie space's usage logs and feedback data. What is the best way to identify the most common questions and their satisfaction levels?

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