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

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Merilyn

2 months ago

Containerization? That seems unrelated to model evaluation.

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Wilda

2 months ago

CI/CD helps with deployment but not model comparison.

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Lashawn

3 months ago

I think performance monitoring is more important first.

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Giuseppe

3 months ago

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

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Elke

3 months ago

A/B testing is crucial for comparing models!

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Jarod

3 months ago

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

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Lauran

4 months ago

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

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Luisa

4 months ago

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

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Elza

4 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.

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Pa

4 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.

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Laticia

4 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.

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Nichelle

4 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.

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Lynelle

5 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.

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Quentin

6 months 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.

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Sheridan

6 months 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.

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Venita

5 months ago

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

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Floyd

7 months ago

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

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Gertude

7 months ago

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

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Marguerita

7 months ago

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

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Gertude

5 months ago

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

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Andra

5 months ago

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

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Kenia

5 months ago

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

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Gayla

7 months ago

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

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Delila

8 months ago

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

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Alex

8 months ago

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

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Kara

8 months 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.

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Dottie

6 months ago

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

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Kristin

6 months ago

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

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Dominga

6 months ago

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

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Barrie

6 months ago

D) Containerization

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Jerry

7 months ago

C) CI/CD

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Blair

7 months ago

B) Performance monitoring

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Karl

7 months ago

A) A/B testing

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