Amazon Web Services AWS Certified AI Practitioner Exam AIF-C01 Question # 72 Topic 8 Discussion
AIF-C01 Exam Topic 8 Question 72 Discussion:
Question #: 72
Topic #: 8
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.
Diversity in datasets ensures representation of all demographics, reducing bias and improving fairness.
Accuracy is model performance.
Recency bias skews towards recent data.
Reliability measures consistency of results, not representation.
???? Reference:
AWS Responsible AI Guidelines – Data Diversity
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