AWS Certified AI Practitioner (AIF-C01) — Question 287

An AI practitioner who has minimal ML knowledge wants to predict employee attrition without writing code.

Which Amazon SageMaker feature meets this requirement?

Answer options

• A. SageMaker Canvas
• B. SageMaker Clarify
• C. SageMaker Model Monitor
• D. SageMaker Data Wrangler

Correct answer: A

Explanation

Amazon SageMaker Canvas provides a visual, no-code interface that enables business analysts and users with minimal ML experience to build models and generate predictions. Other features like SageMaker Clarify, SageMaker Model Monitor, and SageMaker Data Wrangler are designed for bias detection, model drift monitoring, and data preparation respectively, rather than end-to-end no-code model building.