Welcome to ExamTopics
ExamTopics Logo
- Expert Verified, Online, Free.
exam questions

Exam Professional Machine Learning Engineer All Questions

View all questions & answers for the Professional Machine Learning Engineer exam

Exam Professional Machine Learning Engineer topic 1 question 285 discussion

Actual exam question from Google's Professional Machine Learning Engineer
Question #: 285
Topic #: 1
[All Professional Machine Learning Engineer Questions]

You have recently developed a custom model for image classification by using a neural network. You need to automatically identify the values for learning rate, number of layers, and kernel size. To do this, you plan to run multiple jobs in parallel to identify the parameters that optimize performance. You want to minimize custom code development and infrastructure management. What should you do?

  • A. Train an AutoML image classification model.
  • B. Create a custom training job that uses the Vertex AI Vizier SDK for parameter optimization.
  • C. Create a Vertex AI hyperparameter tuning job.
  • D. Create a Vertex AI pipeline that runs different model training jobs in parallel.
Show Suggested Answer Hide Answer
Suggested Answer: C 🗳️

Comments

Chosen Answer:
This is a voting comment (?). It is better to Upvote an existing comment if you don't have anything to add.
Switch to a voting comment New
guilhermebutzke
Highly Voted 9 months, 1 week ago
Selected Answer: C
My Answer: C Vertex AI provides a service for hyperparameter tuning which allows you to specify the hyperparameters you want to optimize, such as learning rate, number of layers, and kernel size, and then it automatically runs multiple training jobs with different combinations of these hyperparameters to find the configuration that maximizes performance.
upvoted 8 times
...
VinaoSilva
Most Recent 5 months ago
Selected Answer: C
https://cloud.google.com/vertex-ai/docs/training/using-hyperparameter-tuning
upvoted 2 times
...
omermahgoub
7 months, 2 weeks ago
Selected Answer: C
Leverage Vertex AI Hyperparameter Tuning
upvoted 2 times
pinimichele01
7 months ago
why not b?
upvoted 1 times
YushiSato
3 months, 2 weeks ago
Additional code is required to use the Vertex AI Vizier SDK.
upvoted 1 times
...
...
...
alfieroy16
8 months, 1 week ago
Selected Answer: C
True that
upvoted 1 times
...
Community vote distribution
A (35%)
C (25%)
B (20%)
Other
Most Voted
A voting comment increases the vote count for the chosen answer by one.

Upvoting a comment with a selected answer will also increase the vote count towards that answer by one. So if you see a comment that you already agree with, you can upvote it instead of posting a new comment.

SaveCancel
Loading ...