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 2)

Questions 6–10

1. 6foundation · easy

   Stakeholders approve a new sales table as the authoritative source for revenue questions in an AI/BI Genie space. What should the analyst update to ensure the Genie uses this table?

   • AThe cluster's Spark configuration
   • BThe trusted assets configured for the Genie space
   • CThe user's browser cache
   • DThe workspace notification settings
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2. 7expert · hard

   An AI/BI Genie space for financial reporting has a benchmark set of 30 questions. After a recent update to the instructions, the benchmark accuracy improved from 85% to 92%. However, the team is concerned that the improvement might be due to overfitting to the benchmark questions. What is the best way to validate that the improvement is real and not just benchmark-specific?

   • ACollect user feedback to see if they notice an improvement.
   • BRefresh the Unity Catalog metadata to ensure the data is current.
   • CRerun the same benchmark multiple times to confirm the accuracy is consistent.
   • DCreate a new set of holdout questions that were not used in the original benchmark and test the Genie space on them.
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4. 8foundation · easy

   A data analyst wants to measure how accurately an AI/BI Genie space answers common business questions. Which approach is most appropriate?

   • ARun a set of predefined benchmark questions and compare the responses to expected answers
   • BReview the workspace's billing report
   • CAsk users to submit more questions
   • DIncrease the cluster's memory
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5. 9foundation · easy

   Which activity is an example of collecting user feedback on an AI/BI Genie space?

   • AListing all databases in the Unity Catalog
   • BReviewing the cluster's CPU utilization logs
   • CChecking the workspace audit log for login times
   • DReviewing thumbs-up and thumbs-down ratings submitted by users
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6. 10expert · hard

   A finance team's AI/BI Genie space uses a 'transactions' table that is being replaced by a new 'fact_transactions' table with a different schema. The stakeholder wants to switch the Genie space to the new table, but the team is concerned about downtime and the need to update instructions that reference the old table. What is the most effective way to transition to the new table with minimal disruption?

   • AUpdate the trusted assets to point to the new table, refresh metadata, and update instructions that reference the old table.
   • BRefresh the Unity Catalog metadata for the old table to ensure it is up to date.
   • CCreate a new Genie space for the new table and leave the old one running for legacy users.
   • DKeep the old table in trusted assets and only update the instructions to mention the new table.
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