Google Cloud Digital Leader Exam - Topic 8 Question 36 Discussion

Actual exam question for Google's Cloud Digital Leader exam

Question #: 36
Topic #: 8

An organization is using machine learning to make predictions. One of their datasets mistakenly includes mislabeled data.

How will the prediction be impacted?

AIncreased risk of privacy leaks

BIncreased risk of inaccuracy

CDecreased model compatibility

DDecreased model training time

Show Suggested Answer

Suggested Answer: B

by Moon at Mar 25, 2023, 06:32 AM

Limited Time Offer

25%

Off

Get Premium Cloud Digital Leader Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Mica

4 months ago

It’s all about the quality of the data!

upvoted 0 times

...

Ilda

4 months ago

I’m not sure it affects privacy leaks, though.

upvoted 0 times

...

Angella

4 months ago

Wait, how does that even happen?

upvoted 0 times

...

Lelia

4 months ago

Totally agree, B is the right choice!

upvoted 0 times

...

Toi

4 months ago

Mislabeled data definitely leads to inaccuracies.

upvoted 0 times

...

Diane

5 months ago

Decreased model training time seems unlikely, but I can't recall if it would affect compatibility. I might lean towards option B too.

upvoted 0 times

...

Delpha

5 months ago

I don't think it would affect privacy leaks directly, but I guess it could lead to inaccuracies in predictions.

upvoted 0 times

...

Rose

5 months ago

I'm a bit unsure, but I feel like the model's accuracy would definitely be impacted. I think I saw a similar question in our practice tests.

upvoted 0 times

...

Lindsay

5 months ago

I remember we discussed how mislabeled data can lead to inaccurate predictions, so I think option B makes sense.

upvoted 0 times

...

Arlette

5 months ago

Decreased model training time seems unlikely, but I can't recall if it would affect compatibility. I might lean towards option B too.

upvoted 0 times

...

Julieta

5 months ago

I don't think it would affect privacy leaks directly, but I guess it could lead to inaccuracies in predictions.

upvoted 0 times

...

Danica

5 months ago

I'm a bit unsure, but I feel like the model's accuracy would definitely be impacted. I think I saw a similar question in our practice tests.

upvoted 0 times

...

Candida

5 months ago

I remember we discussed how mislabeled data can lead to inaccurate predictions, so I think option B makes sense.

upvoted 0 times

...

Beckie

5 months ago

Ah, I remember learning about this in class. The default username is usually something simple like "admin" or "administrator". I'll go with option A to play it safe.

upvoted 0 times

...

Kaycee

5 months ago

I think this has to do with something like cavitation, right? It sounds familiar, but I'm not entirely sure if it specifically mentions vapor bubbles.

upvoted 0 times

...

Martha

5 months ago

Is it possible we're missing a configuration step for the different zone set names? I remember a practice question that touched on this.

upvoted 0 times

...