Question 25

Question

You recently completed an image recognition project at your company that was focused on
identifying different types of cars. You have now been assigned a new image recognition project that
is focused on identifying different types of animals. You know you can shortcut model development
by using a specific technique.
What is this technique called?

Accepted Answer

Transfer Learning

AdamI · Answer

Option C looks right. Transfer learning lets you reuse knowledge from the car recognition project and apply it to the animals project, saving time since the base features are already learned. I think this is pretty standard for image models now. Official guide and practice tests usually stress transfer learning in these cross-domain scenarios. Agree?

Cameron · Answer

Its C for this. Transfer learning is when you reuse features or weights learned from one image task (like cars) for another (animals), so you don't need to start from zero. D is related but refers more to the model asset, not the shortcut technique. Pretty sure that's what the question wants here, but open to other views.

Casey · Answer

A is wrong, C. Had something like this in a mock and transfer learning was the answer for reusing model knowledge.

Zoe X. · Answer

C vs D, but official guide and practice tests keep pointing to transfer learning for this scenario.

Casey P. · Answer

C for sure. Transfer learning is when you take what a model learned before (cars) and adapt it to a new but related task (animals). Pre-trained models are part of this, but the actual process is transfer learning. Correct me if I missed something.

PMI CPMAI_v7 Real Exam Questions [October 2026 Update] Quiz

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