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Lesson 2 of 2~1 min read

Bias & Fairness Audits

Quantitative fairness testing.

Bias & Fairness Audits

Quantitative fairness testing.

Metrics:

  • Demographic parity
  • Equalized odds
  • False positive disparity
  • Project:

    Audit a hiring classifier scenario and document fairness metrics.

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