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MLA-C01 Practice Question: A team uses SageMaker Clarify to monitor bias…
A team uses SageMaker Clarify to monitor bias drift in production. They schedule weekly analysis. After a month, Clarify reports a significant increase in a bias metric. What should the team do first?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Review the analysis report to understand which feature and segment contributed to the drift.
Reviewing the report helps understand which feature and segment contributed to the drift. Option A is premature without understanding the cause. Option B is ignoring the issue. Option C does not address the drift source.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Disable the bias monitor because the metric may be noisy.
Why it's wrong here
Disabling the monitor ignores a potential fairness issue; metrics should be investigated, not dismissed.
- ✗
Immediately retrain the model with a balanced dataset.
Why it's wrong here
Retraining without investigation may not address the specific bias source and could be wasteful.
- ✗
Increase the frequency of analysis to daily.
Why it's wrong here
Increasing frequency does not help understand the root cause of the drift.
- ✓
Review the analysis report to understand which feature and segment contributed to the drift.
Why this is correct
The Clarify report provides details on which features and segments are driving the bias, guiding appropriate action.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This MLA-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the MLA-C01 exam.