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

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Flashcard Practice AWS Certified AI Practitioner Multiple Choice

A company replaces a simple tabular churn model with a large deep learning model. Training cost increases significantly, but validation accuracy does not improve. What is the most reasonable conclusion?

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The team must convert all tabular features into images before deep learning can work. The model failed because generative AI is required for every customer prediction problem. The result proves that machine learning cannot be used for churn prediction. A more complex deep learning model is not automatically better; the tabular problem may be served well by simpler feature-based models.

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