MLA-C01 ML Model Development Practice Question
A financial services company trains multiple models on SageMaker and needs to track hyperparameters, metrics, and artifacts for each experiment. Which SageMaker feature should they use to organize and compare experiments?
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
✓
SageMaker Experiments
SageMaker Experiments provides experiment management, allowing users to track parameters, metrics, and artifacts, and compare runs. SageMaker Studio offers an interface but the core feature is Experiments.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
SageMaker Model Registry
Why it's wrong here
Model Registry is for managing model versions and approvals, not for tracking experiments.
- ✗
SageMaker Pipelines
Why it's wrong here
Pipelines orchestrate workflows but do not natively provide experiment comparison.
- ✓
SageMaker Experiments
Why this is correct
SageMaker Experiments is designed to track and compare training runs, including hyperparameters and metrics.
- ✗
SageMaker Debugger
Why it's wrong here
Debugger monitors training for issues, not experiment tracking.
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Same concept, more angles
1 more way this is tested on MLA-C01
These questions test the same concept from different angles. Work through them to make sure you can recognise it however the exam phrases it.
Variation 1. A company uses SageMaker Experiments to track training runs. They want to compare different hyperparameter configurations and identify the best run. Which SageMaker Experiments component should they use to organize related runs?
medium- A.Trial
- ✓ B.Experiment + Trial
- C.Experiment
- D.Trial Component
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.