Sampling Strategy for AI

Design sampling strategies for AI audits. Learn statistical vs judgmental, attribute vs variables, sample size calculation, slicing for fairness, and corner-case sampling.

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6
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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever is most relevant to your matter.

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Sampling Strategy Overview

Intermediate
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Statistical vs Judgmental

Advanced
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Attribute vs Variables

Advanced
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Sample Size Calculation

Advanced
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Slicing for Fairness Testing

Advanced
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Corner-Case Sampling

Advanced