Multiple Choice Flashcards on 01 CompTIA DataAI / 04 Operations and processes...

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Flashcard Practice CompTIA DataAI Multiple Choice

A company uses synthetic sales data to test a forecasting model, but the model fails during real holiday demand spikes. What should analysts review?

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Whether the generator captured seasonality, promotion effects, inventory constraints, and demand extremes Whether the forecast target should be replaced with generator run time Whether synthetic data proves real holiday behavior is irrelevant Whether holiday spikes should be removed from observed evaluation data

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