Multiple Choice Flashcards on 01 AWS Certified AI Practitioner / 01 Fundament...

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Flashcard Practice AWS Certified AI Practitioner Multiple Choice

A manufacturing company needs a vision model to detect defects on a factory line even when the internet connection to the cloud is unreliable. The decision must happen in milliseconds to remove defective items. Which inference approach is most appropriate?

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Require a human operator to label each frame before the model can make a prediction. Send every frame to a centralized cloud endpoint and wait for a response before removing items. Process images once per night in a batch job after all products have shipped. Run optimized inference near the production line on an edge device or local gateway.

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