Google Exam Professional Machine Learning Engineer Topic 3 Question 93 Discussion

Actual exam question for Google's Professional Machine Learning Engineer exam

Question #: 93
Topic #: 3

[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?

ACreate a Vertex Al pipeline that runs different model training jobs in parallel.

BTrain an AutoML image classification model.

CCreate a custom training job that uses the Vertex Al Vizier SDK for parameter optimization.

DCreate a Vertex Al hyperparameter tuning job.

Show Suggested Answer

Suggested Answer: D

by Luis at Nov 19, 2024, 12:38 AM

Limited Time Offer

25%

Off

Get Premium Professional Machine Learning Engineer Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Shay

5 days ago

Hyperparameter tuning is where it's at! Just let the AI do its thing while I sit back and enjoy my coffee. Easy peasy!

upvoted 0 times

...

Lucina

14 days ago

I prefer creating a custom training job using the Vertex AI Vizier SDK for parameter optimization. It gives us more control over the process.

upvoted 0 times

...

Galen

14 days ago

Haha, Vizier SDK for parameter optimization? Sounds like a one-way ticket to Complexity Town. I'll stick with the Vertex AI pipeline, thanks.

upvoted 0 times

...

Tandra

15 days ago

AuTandraL is tempting, but I want more control over my model. Gotta go with D - Vertex AI hyperparameter tuning for the win!

upvoted 0 times

Rosann

4 days ago

D) Create a Vertex AI hyperparameter tuning job.

upvoted 0 times

...

Eleni

16 days ago

I agree with Kaitlyn, it will help us optimize performance without much custom code development.

upvoted 0 times

...

Kaitlyn

22 days ago

I think we should create a Vertex AI pipeline to run different model training jobs in parallel.

upvoted 0 times

...

12 days ago

A) Create a Vertex AI pipeline that runs different model training jobs in parallel.

upvoted 0 times

...