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NCA-AIIO · Question #64

NCA-AIIO Question #64: Real Exam Question with Answer & Explanation

The correct answer is B: Stationarity. Stationarity assumes data distributions remain consistent between training and deployment.

NVIDIA Certified Associate (NCA) Core AI Concepts

Question

Which assumption is violated when deployment data follows a different distribution than training data?

Options

  • AIndependence
  • BStationarity
  • CLinearity
  • DCompleteness

Explanation

Stationarity assumes data distributions remain consistent between training and deployment.

Topics

#Stationarity#Data Drift#ML Model Assumptions#Data Distribution

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