Question 22

Question

Creating machine learning models can be complicated. Your team wants to use tools called
Automated Machine Learning (AutoML) to simplify the process. You know of another team that has
used AutoML tools and it's saved the team a lot of time.
However, what's the one area you should not have the AutoML tool help with?

Accepted Answer

Automatic model selection

Ishaan · Answer

Totally agree with D. AutoML can handle parameter tuning and even algorithm selection pretty well, but picking the actual model for deployment should involve humans. Business context and constraints can get missed if you leave it to the tool. Pretty sure that's what they're after here, but open to other takes.

Sara H. · Answer

Had something like this in a mock. on a practice test, went with D. Official guide also warns about auto model selection not always fitting business needs, so pretty sure that's what they're looking for. Not 100 percent but that's my best guess.

Sanjay N. · Answer

D

Jack M. · Answer

Model selection needs a human check for business fit, so D.

Casey · Answer

Maybe C because the tool might not handle hyperparameter tuning well for all cases.

PMI CPMAI_v7 Real Exam Questions [October 2026 Update] Quiz

Premium Access Includes