Free AI-Associate sample questions

Real questions from the Salesforce Certified AI Associate practice bank, with the correct answer and an explanation for each one. No junk, no filler.

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Showing 4 of 9 free sample questions.

Question 1Choose one

A retail company is implementing Einstein Lead Scoring. The data administrator is preparing the dataset for the AI model. The process involves several steps shown in the diagram below. After deployment, the model shows poor performance and seems to be biased against leads from smaller, emerging industries. Which step in the data preparation process is the most likely source of the introduced bias? flowchart TD A[1. Ingest all Lead records from the last 5 years] --> B B[2. Remove Leads with 'Status' = 'Unqualified'] --> C C[3. For Leads with a null 'Annual Revenue' field, fill with the average revenue of all other Leads] --> D D[4. Remove Leads where the 'Industry' field is not in a predefined list of 20 established industries] --> E E[5. Train Einstein Lead Scoring model]

Question 2Choose one

Which type of bias imposes a system's values on others?

Question 3Choose one

A sales manager wants to improve their processes using AI in Salesforce.Which application of AI would be most beneficial?

Question 4Choose one

What is the most likely impact that high-quality data will have on customer relationships?

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