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AWS Certified AI Practitioner · AWS
Select one answer.
Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.
Why the others are incorrect: B. Unsupervised learning → used when data is unlabeled. C. Reinforcement learning → used for decision-making through rewards and penalties, not image classification with labeled datasets. D. Active learning → involves iteratively labeling additional data, but the company specifically said it will not label more data.
A is the correct answer.
Best for training a model with a labeled dataset, like the company's labeled images.