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Fairness: Programming Exercise

The following exercise demonstrates how to audit data sets with fairness in mind, and one strategy for evaluating a model for fairness:

  • Intro to Fairness Colab exercise.
  • Programming exercises run directly in your browser (no setup required!) using the Colaboratory platform. Colaboratory is supported on most major browsers, and is most thoroughly tested on desktop versions of Chrome and Firefox. If you'd prefer to download and run the exercises offline, see these instructions for setting up a local environment.