PMI CPMAI_v7 Exam - Topic 1 Question 5 Discussion

Actual exam question for PMI's CPMAI_v7 exam

Question #: 5
Topic #: 1

In order for Supervised Learning approaches to work, they must be fed clean, well-labeled data that the system can use to learn from examples. But how do you get Labeled Data?

As a team leader at a small startup, what approach would not be beneficial when trying to gather labeled data?

AContract with Third Party Data Labeling Firms

BHire a Contractor Workforce

CGet your Users to Do it

DFind a source of already labeled data

Show Suggested Answer

Suggested Answer: C

by Laquita at Jun 14, 2025, 09:00 AM

Limited Time Offer

25%

Off

Get Premium CPMAI_v7 Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Nichelle

2 months ago

Wait, can users really provide accurate labels? Not so sure about that.

upvoted 0 times

...

Emilio

2 months ago

Getting users to label data? That sounds risky!

upvoted 0 times

...

Krystal

2 months ago

Contracting with third-party firms can be pricey!

upvoted 0 times

...

Leonida

3 months ago

I think hiring a contractor workforce is a solid choice.

upvoted 0 times

...

Val

3 months ago

Totally agree, finding already labeled data is the way to go!

upvoted 0 times

...

Novella

3 months ago

Finding already labeled data sounds like a good idea, but I feel like it might not always fit our specific needs.

upvoted 0 times

...

Dawne

3 months ago

Contracting with third-party firms seems like a common practice, but I wonder if it might be too expensive for a small startup.

upvoted 0 times

...

Rebbeca

4 months ago

I think hiring a contractor workforce could be effective, but I’m not sure if it’s the best option compared to others.

upvoted 0 times

...

Buck

4 months ago

I remember we discussed how getting users to label data might lead to inconsistencies, so that could be a bad approach.

upvoted 0 times

...

Josephine

4 months ago

Hiring a contractor workforce could work, but I'd be worried about the consistency and accuracy of the labeling.

upvoted 0 times

...

Johnson

4 months ago

Contracting with a third-party data labeling firm could be expensive, but it might be worth it for high-quality labeled data.

upvoted 0 times

...

Jessenia

4 months ago

I'm leaning towards finding a source of already labeled data - that seems like the easiest and most efficient approach.

upvoted 0 times

...

Rickie

5 months ago

Getting users to do the labeling seems like it could be a lot of work and might not be very reliable.

upvoted 0 times

...

Dick

5 months ago

This is a tricky one. I'll need to think carefully about the pros and cons of each approach.

upvoted 0 times

...

Roxane

7 months ago

Already labeled data? Now we're talking! It's like finding a treasure trove of clean socks, no more mismatched pairs!

upvoted 0 times

...

Felicidad

7 months ago

Contracting with a data labeling firm? Now that's a smart move. It's like hiring a professional organizer to sort your sock drawer.

upvoted 0 times

Evangelina

7 months ago

Using existing labeled data can be a cost-effective option for small startups.

upvoted 0 times

...

Layla

7 months ago

D) Find a source of already labeled data

upvoted 0 times

...

Roslyn

7 months ago

Contracting with a data labeling firm can save time and ensure accuracy.

upvoted 0 times

...

Sage

7 months ago

A) Contract with Third Party Data Labeling Firms

upvoted 0 times

...

Glen

7 months ago

Option C? Really? That's about as effective as trying to train a goldfish to do algebra. Just not happening.

upvoted 0 times

Tesha

7 months ago

B) Hire a Contractor Workforce

upvoted 0 times

...

Felix

7 months ago

A) Contract with Third Party Data Labeling Firms

upvoted 0 times

...

Filiberto

8 months ago

Getting users to do it could be a good approach if you have a dedicated user base willing to help.

upvoted 0 times

...

Shala

8 months ago

Hmm, getting users to label data? That's like asking a cat to do your taxes. Not the brightest idea.

upvoted 0 times

Dorethea

7 months ago

D) Find a source of already labeled data

upvoted 0 times

...

Glenn

7 months ago

B) Hire a Contractor Workforce

upvoted 0 times

...

Kirk

7 months ago

A) Contract with Third Party Data Labeling Firms

upvoted 0 times

...

Rosendo

8 months ago

I agree with Verdell. Hiring a contractor workforce might be more cost-effective and efficient.

upvoted 0 times

...

Verdell

8 months ago

I think contracting with third party data labeling firms would be too expensive for a small startup.

upvoted 0 times

...