Amazon
AIF-C01 · Question #261
A food service company wants to collect a dataset to predict customer food preferences. The company wants to ensure that the food preferences of all demographics are included in the data. Which…
The correct answer is B. Diversity. Ensuring representation of all demographic groups addresses the dataset’s diversity, so the model learns from a wide range of customer preferences.
Submitted by helene.fr· Mar 30, 2026Fundamentals of AI and ML
Question
A food service company wants to collect a dataset to predict customer food preferences. The company wants to ensure that the food preferences of all demographics are included in the data. Which dataset characteristic does this scenario present?
Options
- AAccuracy
- BDiversity
- CRecency bias
- DReliability
How the community answered
(32 responses)- A13% (4)
- B78% (25)
- C6% (2)
- D3% (1)
Explanation
Ensuring representation of all demographic groups addresses the dataset’s diversity, so the model learns from a wide range of customer preferences.
Topics
#dataset diversity#demographic representation#bias#data quality
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