Deal of The Day! Hurry Up, Grab the Special Discount - Save 25% - Ends In 00:00:00 Coupon code: SAVE25
Welcome to Pass4Success

- Free Preparation Discussions
Mail Us support@pass4success.com
Location US
Mob_nav_barsMENU

CertNexus Exam AIP-210 Topic 4 Question 36 Discussion

Actual exam question for CertNexus's AIP-210 exam
Question #: 36
Topic #: 4
[All AIP-210 Questions]

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

Show Suggested Answer Hide 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 Juan at Jan 10, 2025, 10:02 AM

Limited Time Offer

25%

Off

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

Contribute your Thoughts:

Submit Cancel
Mary
15 days ago
A/B test? Really? I thought we were trying to deploy a new model, not play a game of 'Eeny, meeny, miny, moe'.
upvoted 0 times
...
Ty
17 days ago
Hmm, I'd say a performance test is the way to go. Gotta make sure that model is ready to handle the big leagues.
upvoted 0 times
Denise
11 days ago
I agree, performance test is crucial to ensure the model can handle the workload.
upvoted 0 times
...
...
Erin
25 days ago
I believe we should also consider a security test to ensure the model is safe from potential threats.
upvoted 0 times
...
Ronnie
28 days ago
Unit test, hands down. We need to make sure the individual components are working as expected before integrating them into the bigger picture.
upvoted 0 times
Jaime
10 days ago
I agree, it's crucial to catch any issues early on before deploying the model.
upvoted 0 times
...
Helga
17 days ago
Unit test is definitely important to ensure each component is functioning correctly.
upvoted 0 times
...
...
Joseph
30 days ago
I agree with Diane, performance test is crucial to ensure the model works efficiently.
upvoted 0 times
...
Theresia
1 months ago
Security test, for sure! Can't have any vulnerabilities in that model, or else it's game over.
upvoted 0 times
Glenn
8 days ago
D) Unit test
upvoted 0 times
...
Annalee
12 days ago
C) Security test
upvoted 0 times
...
Jamey
12 days ago
B) Performance test
upvoted 0 times
...
Marisha
27 days ago
A) A/B test
upvoted 0 times
...
...
Darrin
1 months ago
I think a performance test is the way to go. Gotta make sure that model is running like a well-oiled machine before we let it loose in production.
upvoted 0 times
Mira
15 days ago
Unit tests are essential too, they help catch any bugs or errors in the code before deployment.
upvoted 0 times
...
Keva
27 days ago
I think a security test is also important to make sure the model is protected from potential threats.
upvoted 0 times
...
Angelo
1 months ago
I agree, a performance test is crucial to ensure the model is optimized for production.
upvoted 0 times
...
...
Diane
2 months ago
I think we should perform a performance test.
upvoted 0 times
...

Save Cancel