AWS Certified AI Practitioner (AIF-C01) — Question 112

A company is developing an ML model to make loan approvals. The company must implement a solution to detect bias in the model. The company must also be able to explain the model's predictions.

Which solution will meet these requirements?

Answer options

• A. Amazon SageMaker Clarify
• B. Amazon SageMaker Data Wrangler
• C. Amazon SageMaker Model Cards
• D. AWS AI Service Cards

Correct answer: A

Explanation

Amazon SageMaker Clarify is specifically designed to detect bias in machine learning models and provide explanations for predictions, making it the most suitable option. Amazon SageMaker Data Wrangler focuses on data preparation and does not address bias or explainability. Amazon SageMaker Model Cards are useful for documenting model performance but do not directly provide bias detection or explainability. AWS AI Service Cards are not relevant to these specific requirements.