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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?

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Suggested Answer: B

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

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Adelle
5 months ago
D seems interesting too, but I prefer B overall.
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Alecia
5 months ago
Wait, can Cloud Composer really handle all that?
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Marguerita
6 months ago
Not so sure about B, what about autoscaling?
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Markus
6 months ago
Totally agree, B covers all the bases!
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Florinda
6 months ago
I think B is the best choice for model retraining and prediction.
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Sylvia
6 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.
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Isadora
6 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.
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Amie
6 months ago
I remember practicing a similar question, and I think Kubeflow Pipelines is a strong choice for model retraining. So maybe B?
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Lorrine
6 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.
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Ceola
6 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.
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Corrinne
6 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.
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Judy
6 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.
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Bettina
6 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.
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