MLA-C01 Practice Question: ML Solution Monitoring, Maintenance, and Security
A data science team uses SageMaker to train models. They need to track the lineage of each model, including the dataset used, training job, and hyperparameters. Which TWO SageMaker features can they use together? (Select TWO.)
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 SDK
SageMaker ML Lineage Tracking captures the relationships between artifacts, actions, and contexts. SageMaker SDK automates lineage tracking when using the SDK for training jobs. SageMaker Experiments can also be used to track runs, but lineage tracking is specifically for provenance.
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 SDK
Why this is correct
The SDK automatically creates lineage entities when used with SageMaker training jobs.
- ✗
SageMaker Model Registry
Why it's wrong here
Model Registry manages model versions but not lineage.
- ✓
SageMaker ML Lineage Tracking
Why this is correct
Lineage Tracking captures artifacts and actions for model provenance.
- ✗
SageMaker Pipelines
Why it's wrong here
Pipelines can orchestrate but lineage is automatically captured by the SDK.
- ✗
SageMaker Experiments
Why it's wrong here
Experiments track runs and parameters but do not capture lineage relationships automatically.
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.