CertNexus Exam AIP-210 Topic 1 Question 25 Discussion

Actual exam question for CertNexus's AIP-210 exam

Question #: 25
Topic #: 1

[All AIP-210 Questions]

Which of the following tests should be performed at the production level before deploying a newly retrained model?

AA/Btest

BPerformance test

CSecurity test

DUnit test

Show Suggested Answer

Suggested Answer: B

Performance testing is a type of testing that should be performed at the production level before deploying a newly retrained model. Performance testing measures how well the model meets the non-functional requirements, such as speed, scalability, reliability, availability, and resource consumption. Performance testing can help identify any bottlenecks or issues that may affect the user experience or satisfaction with the model. Reference: [Performance Testing Tutorial: What is, Types, Metrics & Example], [Performance Testing for Machine Learning Systems | by David Talby | Towards Data Science]

by Alona at Aug 04, 2024, 05:57 PM

Limited Time Offer

25%

Off

Get Premium AIP-210 Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Matthew

3 months ago

Hold up, did someone say 'security test'? As long as it's not the 'set the data center on fire' kind of security test, I'm on board!

upvoted 0 times

Maybelle

2 months ago

I agree, we need to make sure the model is secure before deploying it.

upvoted 0 times

...

Jimmie

2 months ago

Security test is crucial to protect against potential vulnerabilities in the model.

upvoted 0 times

...

Armando

3 months ago

I think security test is important to ensure the model is safe to deploy.

upvoted 0 times

...

Isabelle

4 months ago

Performance test all the way - we need to make sure the model doesn't crash the entire system, and that it's fast enough to keep our users happy.

upvoted 0 times

...

Deandrea

4 months ago

Unit test? I thought we were talking about a production-level model, not some early-stage experiment!

upvoted 0 times

...

Annelle

4 months ago

A/B test is the way to go. Let's see how the new model stacks up against the old one.

upvoted 0 times

Estrella

2 months ago

Unit testing should have already been done during the development process to catch any bugs early on.

upvoted 0 times

...

Allene

2 months ago

Security testing is essential to protect against potential vulnerabilities in the production environment.

upvoted 0 times

...

Ivory

2 months ago

Performance testing is also important to ensure the model can handle the expected workload.

upvoted 0 times

...

Clay

3 months ago

I agree, A/B testing is crucial to compare the performance of the new model.

upvoted 0 times

...

Talia

4 months ago

Unit test should not be overlooked as it helps in identifying any bugs in the code.

upvoted 0 times

...

Myra

4 months ago

I believe we should also consider a security test to protect against potential vulnerabilities.

upvoted 0 times

...

Katlyn

4 months ago

I agree with Fernanda, performance test is crucial to ensure the model works efficiently.

upvoted 0 times

...

Wei

4 months ago

Security test is crucial. We can't risk any vulnerabilities or data breaches.

upvoted 0 times

Kayleigh

3 months ago

Performance test is also crucial to make sure the model is running efficiently.

upvoted 0 times

...

Stephane

3 months ago

I agree, security test is definitely important to ensure the model is safe to deploy.

upvoted 0 times

...

Shannon

3 months ago

D) Unit test

upvoted 0 times

...

Christiane

3 months ago

C) Security test

upvoted 0 times

...

Dyan

4 months ago

B) Performance test

upvoted 0 times

...

Ming

4 months ago

A) A/B test

upvoted 0 times

...

Cherelle

4 months ago

Performance test, for sure! We need to make sure the model can handle the real-world workload.

upvoted 0 times

Brigette

3 months ago

Let's not forget about security test as well to protect our model from potential threats.

upvoted 0 times

...

Mignon

3 months ago

Performance test is definitely a top priority before deployment.

upvoted 0 times

...

Vi

3 months ago

I agree, we can't afford any performance issues in production.

upvoted 0 times

...

Lynette

3 months ago

Absolutely, performance test is crucial to ensure the model's scalability.

upvoted 0 times

...

Celia

3 months ago

D) Unit test

upvoted 0 times

...

Alisha

3 months ago

C) Security test

upvoted 0 times

...

Jerrod

4 months ago

B) Performance test

upvoted 0 times

...

Aleta

4 months ago

A) A/B test

upvoted 0 times

...

Fernanda

4 months ago

I think we should perform a performance test.

upvoted 0 times

...