PeopleCert Exam AIOps-Foundation Topic 2 Question 11 Discussion

Actual exam question for PeopleCert's AIOps-Foundation exam

Question #: 11
Topic #: 2

[All AIOps-Foundation Questions]

Which of the following is a characteristic of Machine Learning?

ARequires explicit programming to learn

BA superset of Al

CUses small amounts of historical data to generate accurate inferences or prediction

DGradually improves accuracy through iterative optimization

Show Suggested Answer

Suggested Answer: D

by Madelyn at Apr 04, 2025, 03:48 PM

Limited Time Offer

25%

Off

Get Premium AIOps-Foundation Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Laurel

3 months ago

I'm just glad they didn't ask about the difference between Machine Learning and Deep Learning. That would really make my head spin!

upvoted 0 times

Crista

1 months ago

C) Uses small amounts of historical data to generate accurate inferences or prediction

upvoted 0 times

...

Samuel

2 months ago

D) Gradually improves accuracy through iterative optimization

upvoted 0 times

...

Tamra

3 months ago

A) Requires explicit programming to learn

upvoted 0 times

...

Coral

3 months ago

Ha! Small amounts of data to make accurate predictions? That's a good one. Option D is the way to go, no doubt.

upvoted 0 times

Rosenda

2 months ago

I agree, Machine Learning gets better through iterative optimization. Option D all the way!

upvoted 0 times

...

Geraldo

2 months ago

Option D is definitely the best choice. Machine Learning improves accuracy over time.

upvoted 0 times

...

Luisa

3 months ago

I'm not sure, but I think the answer might be B. Machine Learning is a superset of Al.

upvoted 0 times

...

Shawana

3 months ago

Hmm, I'm torn between B and D. Machine Learning is a type of AI, but it also gets better over time. I'll have to think about this one a bit more.

upvoted 0 times

...

Anglea

3 months ago

Definitely not option A - Machine Learning is all about letting the algorithms do the learning, not explicit programming. Option D sounds right to me.

upvoted 0 times

...

Lino

3 months ago

I disagree, I believe the answer is C. Machine Learning can generate accurate predictions with small amounts of data.

upvoted 0 times

...

Gregoria

3 months ago

I'm pretty sure Machine Learning involves learning from data without being explicitly programmed. So I'd go with option D.

upvoted 0 times

Sheridan

1 months ago

Great, so we all agree that option D is the characteristic of Machine Learning.

upvoted 0 times

...

Lashawnda

1 months ago

Option D is correct, Machine Learning gradually improves accuracy through iterative optimization.

upvoted 0 times

...

Jovita

1 months ago

I agree, that's why I would choose option D.

upvoted 0 times

...

Lorenza

2 months ago

I think Machine Learning involves learning from data without being explicitly programmed.

upvoted 0 times

...

Kate

2 months ago

Actually, Machine Learning gradually improves accuracy through iterative optimization, so option D is correct.

upvoted 0 times

...

Wilda

2 months ago

I'm not sure, but I think it's option C.

upvoted 0 times

...

Lucina

2 months ago

I agree, that's why I would choose option D.

upvoted 0 times

...

Maurine

2 months ago

I think Machine Learning involves learning from data without being explicitly programmed.

upvoted 0 times

...

Tijuana

3 months ago

I think the answer is D, because Machine Learning improves accuracy over time.

upvoted 0 times

...