CompTIA DY0-001 Exam - Topic 2 Question 7 Discussion

Actual exam question for CompTIA's DY0-001 exam

Question #: 7
Topic #: 2

[All DY0-001 Questions]

Which of the following methods should a data scientist use just before switching to a potential replacement model?

AA/B testing

BPerformance monitoring

CCI/CD

DContainerization

Show Suggested Answer

Suggested Answer: A

A/B testing lets you compare the current model against the candidate in parallel, measuring performance on live data, before fully switching to the new model.

by Celestine at Jul 09, 2025, 01:45 PM

Limited Time Offer

25%

Off

Get Premium DY0-001 Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Merilyn

9 months ago

Containerization? That seems unrelated to model evaluation.

upvoted 0 times

...

Wilda

9 months ago

CI/CD helps with deployment but not model comparison.

upvoted 0 times

...

Lashawn

9 months ago

I think performance monitoring is more important first.

upvoted 0 times

...

Giuseppe

10 months ago

Wait, can you really just switch models without A/B testing?

upvoted 0 times

...

Elke

10 months ago

A/B testing is crucial for comparing models!

upvoted 0 times

...

Jarod

10 months ago

Containerization feels like it’s more about the environment rather than the model itself, so I’m leaning towards performance monitoring.

upvoted 0 times

...

Lauran

10 months ago

CI/CD sounds familiar, but I can't recall if it's specifically for model replacement or more for deployment processes.

upvoted 0 times

...

Luisa

10 months ago

I remember discussing performance monitoring in class, and it seems crucial to ensure the new model will perform better.

upvoted 0 times

...

Elza

11 months ago

I think A/B testing might be the right choice here, but I'm not entirely sure if it's the best method just before switching models.

upvoted 0 times

...

Pa

11 months ago

I'm leaning towards A - A/B testing. That would allow you to directly compare the performance of the current model against the potential replacement.

upvoted 0 times

...

Laticia

11 months ago

Performance monitoring is definitely the way to go here. You need to have a solid understanding of how the current model is performing before making any changes.

upvoted 0 times

...

Nichelle

11 months ago

Hmm, I'm not sure about this one. A/B testing, performance monitoring, and CI/CD all seem relevant. I'll have to think it through carefully.

upvoted 0 times

...

Lynelle

11 months ago

I think the answer is B - Performance monitoring. It's important to closely track the performance of the current model before switching to a potential replacement.

upvoted 0 times

...

Quentin

1 year ago

I'm going with B. Gotta keep a close eye on those metrics, you know? Don't want to end up with a model that's worse than the one it's replacing.

upvoted 0 times

...

Sheridan

1 year ago

D) Containerization? What does that have to do with choosing a replacement model? Sounds like someone's trying to show off their Docker skills.

upvoted 0 times

Venita

1 year ago

A) A/B testing is crucial to compare the performance of the current model with the potential replacement.

upvoted 0 times

...

Floyd

1 year ago

I think both A) A/B testing and B) Performance monitoring are necessary steps before switching to a potential replacement model.

upvoted 0 times

...

Gertude

1 year ago

I believe B) Performance monitoring is also crucial to ensure the new model meets the desired criteria.

upvoted 0 times

...

Marguerita

1 year ago

C) CI/CD? Are they trying to trick us? That's for deployment, not model selection.

upvoted 0 times

Gertude

12 months ago

D) Containerization can help streamline the deployment process for the new model.

upvoted 0 times

...

Andra

12 months ago

A) A/B testing can help compare the potential replacement model with the current one.

upvoted 0 times

...

Kenia

12 months ago

B) Performance monitoring is crucial to ensure the current model is still performing well.

upvoted 0 times

...

Gayla

1 year ago

I agree with Alex, A/B testing can provide valuable insights before making a switch.

upvoted 0 times

...

Delila

1 year ago

B) Performance monitoring is crucial. You need to closely track the metrics of the current model to ensure the replacement is an improvement.

upvoted 0 times

...

Alex

1 year ago

I think A) A/B testing is important to compare the performance of the current model with the potential replacement.

upvoted 0 times

...

Kara

1 year ago

I think A/B testing is the way to go. You need to compare the performance of the old and new models before making the switch.

upvoted 0 times

Dottie

1 year ago

C) CI/CD helps in automating the process of testing and deploying new models.

upvoted 0 times

...

Kristin

1 year ago

B) Performance monitoring can also provide valuable insights before making the switch.

upvoted 0 times

...

Dominga

1 year ago

A) A/B testing is crucial to ensure the new model is an improvement.

upvoted 0 times

...

Barrie

1 year ago

D) Containerization

upvoted 0 times

...

Jerry

1 year ago

C) CI/CD

upvoted 0 times

...

Blair

1 year ago

B) Performance monitoring

upvoted 0 times

...

Karl

1 year ago

A) A/B testing

upvoted 0 times

...