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Google Professional Machine Learning Engineer Exam - Topic 11 Question 11 Discussion

Actual exam question for Google's Professional Machine Learning Engineer exam
Question #: 11
Topic #: 11
[All Professional Machine Learning Engineer Questions]

You have deployed multiple versions of an image classification model on Al Platform. You want to monitor the performance of the model versions overtime. How should you perform this comparison?

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Suggested Answer: B

by Luisa at May 03, 2022, 07:49 PM

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Thersa
5 months ago
I disagree, ROC curves are overrated for this.
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Markus
5 months ago
Wait, what's the What-if Tool? Sounds cool!
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Tegan
5 months ago
D sounds interesting, but is it really reliable?
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Arthur
5 months ago
I think B makes more sense for validation.
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Margart
5 months ago
A is the best choice for a fair comparison!
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Beckie
5 months ago
I feel like using the Continuous Evaluation feature for mean average precision could be a solid approach, but I need to double-check how that works.
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Lavonda
5 months ago
The ROC curve sounds interesting, but I can't recall if the What-if Tool is the right choice for this kind of comparison.
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Whitney
5 months ago
I think comparing the loss performance on a held-out dataset makes sense, but I'm not sure if that's the best way to monitor over time.
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Glen
5 months ago
I remember practicing with validation data for model comparisons, but I wonder if that's enough for long-term monitoring.
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Xuan
6 months ago
Okay, I think I've got this. The fact that the attacker could see all the products by altering the URL suggests a SQL injection vulnerability in the products.jsp page. I'll select option C.
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Loren
6 months ago
This seems like a straightforward question about the importance of incumbents in job analysis. I'm pretty confident I can figure this out.
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Rutha
6 months ago
This one's got me a bit confused. I'm not sure if it's a constraint or a guideline. I'll have to review the definitions of those terms to make the best decision.
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