MLA-C01 Practice Question: ML Solution Monitoring, Maintenance, and Security
A data scientist wants to track the lineage of models, datasets, and training jobs in SageMaker. Which SageMaker feature should they use to capture these relationships as artifacts and actions?
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 ML Lineage Tracking
SageMaker ML Lineage Tracking creates a graph of artifacts (datasets, models) and actions (training jobs, endpoints) to track the provenance of ML workflows.
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 manages model versions and approvals but does not track the full lineage of datasets and training jobs.
- ✗
SageMaker Experiments
Why it's wrong here
Experiments track trial parameters and metrics but do not create a lineage graph of artifacts and actions.
- ✓
SageMaker ML Lineage Tracking
Why this is correct
Lineage Tracking explicitly models artifacts, actions, and contexts to provide end-to-end reproducibility.
- ✗
SageMaker Feature Store
Why it's wrong here
Feature Store manages feature definitions and offline/online storage, not lineage of ML artifacts.
Go deeper
Related to this question
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 →
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.