Question 35

Question

Your model is going to be used for continuous monitoring of machinery, with need for continuous,
instant model predictions. What's the most appropriate Model Operationalization approach?

Accepted Answer

Real-time prediction

Noah V. · Answer

A tbh. D is tempting if retraining was needed but the question asks for instant predictions, not learning on the fly.

Jack E. · Answer

I don’t think it’s D here. A matches continuous instant predictions, D is more for live retraining right?

Grace · Answer

A. If the requirement was about adapting to new data automatically, would D be a better fit?

Olivia W. · Answer

D isn't right for this case. A fits since they just need instant predictions, not on-the-fly learning.

Sanjay · Answer

Could D still work if the model had to keep learning from each new machinery event? Feels like for real-time monitoring with streaming data, stream learning could fit too. Maybe I'm missing something.

PMI CPMAI_v7 Real Exam Questions [October 2026 Update] Quiz

Your model is going to be used for continuous monitoring of machinery, with need for continuous, instant model predictions. What's the most appropriate Model Operationalization approach?

Premium Access Includes