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ML Solution Monitoring, Maintenance, and Security →easyMultiple ChoiceObjective-mapped

MLA-C01 Practice Question: ML Solution Monitoring, Maintenance, and Security

A team wants to monitor the number of requests and latency of their SageMaker endpoint using a unified dashboard. Which AWS service should they use to create a custom dashboard with these metrics?

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

✓

Amazon CloudWatch Dashboards

Amazon CloudWatch Dashboards allow you to create custom views of metrics from any source, including SageMaker endpoint metrics like Invocations and Latency. SageMaker itself does not provide a dashboard for these metrics.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • ✓

    Amazon CloudWatch Dashboards

    Why this is correct

    CloudWatch Dashboards can display real-time and historical metrics from SageMaker endpoints in a customizable layout.

  • ✗

    AWS CloudTrail

    Why it's wrong here

    CloudTrail records API calls, not metrics.

  • ✗

    AWS Config

    Why it's wrong here

    AWS Config tracks resource configuration changes, not metrics.

  • ✗

    SageMaker Studio

    Why it's wrong here

    SageMaker Studio does not have a built-in dashboard for endpoint metrics; it can view CloudWatch logs but not create custom dashboards.

About these practice questions

One of 835 original MLA-C01 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →

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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.