MLA-C01 Practice Question: ML Solution Monitoring, Maintenance, and Security
A team uses SageMaker ML Lineage Tracking to capture the metadata of their ML workflow. They want to query the lineage to see which model version was trained from a specific dataset. Which Lineage Tracking entity represents the dataset?
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
✓
Artifact
In SageMaker ML Lineage Tracking, datasets are represented as Artifacts. Actions represent processes like training, and Contexts group related entities.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Association
Why it's wrong here
Associations are relationships between entities, not a type of entity.
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Action
Why it's wrong here
Actions represent processes like training or inference jobs.
- ✗
Context
Why it's wrong here
Contexts group related entities, e.g., a pipeline run.
- ✓
Artifact
Why this is correct
Artifacts represent data objects such as datasets, models, and output files.
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