BlackFriday 2024! 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 1 Question 33 Discussion

Actual exam question for CertNexus's AIP-210 exam
Question #: 33
Topic #: 1
[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 Bo at Oct 23, 2024, 11:42 PM

Limited Time Offer

25%

Off

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

Contribute your Thoughts:

Submit Cancel
Vanesa
9 days ago
Unit test, all the way. Gotta make sure the individual components are working properly before the big show, you know?
upvoted 0 times
...
Germaine
16 days ago
Security test, no doubt. Can't have any vulnerabilities creeping in, especially in production. Gotta keep those hackers at bay!
upvoted 0 times
...
Kimberlie
26 days ago
I agree with Marci. Performance test is crucial to ensure the model works efficiently in production.
upvoted 0 times
...
Janella
26 days ago
I think a performance test is the way to go. Gotta make sure that model can handle the real-world load, am I right?
upvoted 0 times
Junita
2 days ago
Security testing is important too, we need to make sure the model is not vulnerable to attacks.
upvoted 0 times
...
Rhea
6 days ago
A/B testing could also be useful to compare the new model with the old one before full deployment.
upvoted 0 times
...
Graciela
11 days ago
I agree, a performance test is crucial to ensure the model can handle the real-world load.
upvoted 0 times
...
...
Marci
30 days ago
I think we should perform a performance test before deploying the model.
upvoted 0 times
...

Save Cancel