Free Salesforce AI-Associate Exam Questions

A healthcare company implements an algorithm to analyze patient data and assist in medical diagnosis. Which primary role does data Quality play In this AI application?

Some customers have gotten an excessive number of emails. Which data problem might be causing this issue?

A healthcare facility deploys an AI model to prioritize patients for treatment based on severity and urgency. The model is trained using historical patient data, which includes medical condition, age, and economic status.

What ethical challenge is inherent in considering economic status within this model?

A finance firm is employing an AI model on Salesforce to predict loan defaults. Despite high accuracy during testing, the model seems to perform poorly in real-world scenarios.

Which data quality issue might be the chief cause for this performance gap?

Sophia, a marketing analyst, wants to leverage Salesforce AI to predict the success of upcoming marketing campaigns. Post-deployment, she finds that the model’s predictions don’t align with the actual campaign results.

What could be a pivotal data quality concern causing this mismatch?