Google Professional Machine Learning Engineer Exam - Topic 6 Question 1 Discussion

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

Question #: 1
Topic #: 6

[All Professional Machine Learning Engineer Questions]

You are an ML engineer at a regulated insurance company. You are asked to develop an insurance approval model that accepts or rejects insurance applications from potential customers. What factors should you consider before building the model?

ARedaction, reproducibility, and explainability

BTraceability, reproducibility, and explainability

CFederated learning, reproducibility, and explainability

DDifferential privacy federated learning, and explainability

Show Suggested Answer

Suggested Answer: B

by Elouise at May 06, 2022, 05:52 PM

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

Deonna

4 months ago

Totally agree, reproducibility is a must!

upvoted 0 times

...

Geraldine

4 months ago

Redaction isn't really relevant for this, right?

upvoted 0 times

...

Jaclyn

4 months ago

Wait, are we really talking about federated learning here? Sounds complicated!

upvoted 0 times

...

Haydee

4 months ago

I think traceability is super important too.

upvoted 0 times

...

Yvonne

5 months ago

Definitely need to consider explainability!

upvoted 0 times

...

Ozell

5 months ago

I vaguely recall that redaction might be relevant for data privacy, but I can't remember how it fits into the model-building process.

upvoted 0 times

...

Linn

5 months ago

I’m leaning towards option B because reproducibility seems crucial, but I’m a bit confused about the differences between the options.

upvoted 0 times

...

Hui

5 months ago

I practiced a similar question where traceability was emphasized, so I feel like it might be a key factor here too.

upvoted 0 times

...

Howard

5 months ago

I think I remember that explainability is really important for models in regulated industries, but I'm not sure about the other factors.

upvoted 0 times

...

Kerry

5 months ago

I'm pretty confident in my Java knowledge, so I think I can spot the right answer here. Let me take a closer look.

upvoted 0 times

...

Josefa

5 months ago

Caustic was mentioned in a similar example we did in class, but I'm still torn between that and the other options.

upvoted 0 times

...

Reynalda

5 months ago

This is a tricky one. I'm debating between the custom list view and the Salesforce Console 'History' component. Both seem like they could work, but I'll need to weigh the details of each to decide which is the better recommendation.

upvoted 0 times

...

Maryann

5 months ago

Okay, I think I've got this. The key here is the concept of "fault tolerance" - the ability of a system to continue functioning even when one of its components fails. That sounds like the most relevant answer choice to me.

upvoted 0 times

...