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AAIA · Question #11
AAIA Question #11: Real Exam Question with Answer & Explanation
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AI Risk Management and Controls
Question
When converting data categories before training an AI model, which of the following scenarios represents the GREATEST risk?
Options
- AOne-hot encoding the data attribute car colors for the options red, blue, green, black, white
- BCreating dummy variables for the data attribute dog breed for the options labrador, terrier, beagle
- COne-hot encoding the data attribute customer rewards category for the options economy,
- DCreating dummy variables for the data attribute product flavor for the options vanilla, chocolate,
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Topics
#Data Encoding#Categorical Variables#High Cardinality#AI Model Risk