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Google Professional Machine Learning Engineer Exam - Topic 9 Question 10 Discussion

Actual exam question for Google's Professional Machine Learning Engineer exam
Question #: 10
Topic #: 9
[All Professional Machine Learning Engineer Questions]

Your team trained and tested a DNN regression model with good results. Six months after deployment, the model is performing poorly due to a change in the distribution of the input dat

a. How should you address the input differences in production?

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Suggested Answer: C

by Myra at May 03, 2022, 11:26 AM

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Tanja
4 months ago
L2 regularization could help, but not sure if it’s the main issue here.
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Valentin
5 months ago
Wait, can a model really just stop working like that?
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Aracelis
5 months ago
Monthly retraining sounds excessive, but might be necessary.
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Barney
5 months ago
I think feature selection is overrated; just retrain with all features.
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Malika
5 months ago
Definitely need to monitor for skew and retrain the model.
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Melissa
5 months ago
I think option D could be useful since it combines feature selection and regular retraining, but I'm not confident about the frequency.
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Merilyn
5 months ago
I feel like we practiced a similar question where feature selection was mentioned, but I can't recall if it was the best approach here.
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Deonna
5 months ago
I remember we discussed the importance of monitoring for data drift, so option A seems like a good choice.
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Wilson
5 months ago
I'm not entirely sure, but I think retraining the model regularly could help. Maybe option C is worth considering?
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Nenita
5 months ago
This looks like a straightforward integration design using Azure Functions and Service Bus. I think I can handle this.
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Cherri
6 months ago
Okay, I've got this. SAML is the XML-based standard for identity and access management, used to securely exchange authentication and authorization data. I'm feeling good about selecting that as the answer.
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Jacquline
6 months ago
Hmm, this looks like a tricky one. I'll need to carefully read through the question and the provided code to make sure I understand the requirements before attempting to solve it.
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Lauryn
6 months ago
Okay, let me focus on the key details here. I think I can figure this out.
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