New Year Sale 2026! Hurry Up, Grab the Special Discount - Save 25% - Ends In 00:00:00 Coupon code: SAVE25
Welcome to Pass4Success

- Free Preparation Discussions
Mail Us support@pass4success.com
Location US
Mob_nav_barsMENU

Google Professional Machine Learning Engineer Exam - Topic 2 Question 49 Discussion

Actual exam question for Google's Professional Machine Learning Engineer exam
Question #: 49
Topic #: 2
[All Professional Machine Learning Engineer Questions]

Your data science team has requested a system that supports scheduled model retraining, Docker containers, and a service that supports autoscaling and monitoring for online prediction requests. Which platform components should you choose for this system?

Show Suggested Answer Hide Answer
Suggested Answer: B

by Rickie at Jul 27, 2022, 07:49 PM

Limited Time Offer

25%

Off

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

Contribute your Thoughts:

0/2000 characters
Submit Cancel
Adelle
4 months ago
D seems interesting too, but I prefer B overall.
upvoted 0 times
...
Alecia
4 months ago
Wait, can Cloud Composer really handle all that?
upvoted 0 times
...
Marguerita
4 months ago
Not so sure about B, what about autoscaling?
upvoted 0 times
...
Markus
4 months ago
Totally agree, B covers all the bases!
upvoted 0 times
...
Florinda
4 months ago
I think B is the best choice for model retraining and prediction.
upvoted 0 times
...
Sylvia
5 months ago
I lean towards option C because it mentions BigQuery ML, but I’m not entirely confident it covers all the requirements like autoscaling.
upvoted 0 times
...
Isadora
5 months ago
I'm a bit confused about the differences between App Engine and AI Platform Prediction. I feel like I need to review those components again.
upvoted 0 times
...
Amie
5 months ago
I remember practicing a similar question, and I think Kubeflow Pipelines is a strong choice for model retraining. So maybe B?
upvoted 0 times
...
Lorrine
5 months ago
I think we need something that handles both retraining and autoscaling, so maybe B or D? But I'm not sure about the custom containers part.
upvoted 0 times
...
Ceola
5 months ago
Hmm, this looks like a tricky one. I'll need to think through the key concepts of ART planning to figure out the right answer.
upvoted 0 times
...
Corrinne
5 months ago
From what I recall, if the standards were set without considering market trends, that could indeed be a problem for TP, but I'm not sure how that connects to control over variances.
upvoted 0 times
...
Judy
5 months ago
Okay, let me think this through step-by-step. I know Operating Unit is the highest level in the Multi-Org structure, and it secures transaction data. Now I just need to figure out the other two correct statements.
upvoted 0 times
...
Bettina
5 months ago
I've got a strategy - I'll carefully consider each option and choose the two that seem the most impactful for the organization.
upvoted 0 times
...

Save Cancel