AWS Certified AI Practitioner (AIF-C01) — Question 226

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?

Answer options

• A. Accuracy
• B. Diversity
• C. Recency bias
• D. Reliability

Correct answer: B

Explanation

The correct answer is B, Diversity, as it emphasizes the importance of including a wide range of demographics in the dataset. Options A (Accuracy), C (Recency bias), and D (Reliability) do not address the need for varied representation in the data, which is crucial for understanding different customer preferences.