MLS-C01 Modeling Practice Question

Drag and drop the steps to use Amazon SageMaker Debugger to debug a training job in the correct order.

Drag steps to the numbered slots on the right, or tap a step then tap a slot.

Steps

Order

1Step 1

2Step 2

3Step 3

4Step 4

5Step 5

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

✓

Configure SageMaker Debugger hooks → Set up training job with Debugger rules → Execute training job → Analyze debug data in SageMaker Studio

Debugger requires hook configuration, job setup with rules, execution, and analysis.

Answer analysis

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

✓
Configure SageMaker Debugger hooks → Set up training job with Debugger rules → Execute training job → Analyze debug data in SageMaker Studio
Why this is correct
This order follows the standard workflow: first define hooks to capture tensors, then configure rules that use the captured data, then run the training job so debugging occurs, and finally inspect results.
✗
Configure SageMaker Debugger hooks → Execute training job → Set up training job with Debugger rules → Analyze debug data
Why it's wrong here
Incorrect because Debugger rules must be defined before the training job starts; otherwise the rules won't be applied during execution.
✗
Execute training job → Configure SageMaker Debugger hooks → Set up training job with Debugger rules → Analyze debug data
Why it's wrong here
Incorrect because hooks and rules must be configured before the training job starts; setting them after execution has no effect.
✗
Set up training job with Debugger rules → Configure SageMaker Debugger hooks → Execute training job → Analyze debug data
Why it's wrong here
Incorrect because hooks define what data to capture and rules depend on that configuration; hooks should be set before or simultaneously with rules, not after.

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