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PMLE Practice Question: Drag and drop the steps to perform a…
Drag and drop the steps to perform a hyperparameter tuning job on Vertex AI in the correct order.
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
✓
Step 1: Define the search space. Step 2: Create and run the tuning job. Step 3: Monitor the job. Step 4: Select the best parameters.
Define the search space, then create and run the tuning job, monitor, and select the best parameters.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Step 1: Define the search space. Step 2: Create and run the tuning job. Step 3: Monitor the job. Step 4: Select the best parameters.
Why this is correct
This is the correct order because you must first define the hyperparameter search space, then create and run the job, monitor its progress to ensure convergence, and finally select the best-performing configuration.
- ✗
Step 1: Create and run the tuning job. Step 2: Define the search space. Step 3: Monitor the job. Step 4: Select the best parameters.
Why it's wrong here
This is incorrect because you cannot create and run a tuning job without first defining the search space; the search space is a prerequisite for job creation.
- ✗
Step 1: Define the search space. Step 2: Create and run the tuning job. Step 3: Select the best parameters. Step 4: Monitor the job.
Why it's wrong here
This is incorrect because you must monitor the job to see results before selecting the best parameters; selecting without monitoring would skip evaluating performance.
- ✗
Step 1: Monitor the job. Step 2: Define the search space. Step 3: Create and run the tuning job. Step 4: Select the best parameters.
Why it's wrong here
This is incorrect because monitoring occurs after the job has started, not before defining the search space or creating the job.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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