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The Bias Detective

Make datasets and models fair!
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Challenge

The Bias Detective

Objectives:
  • Take a popular dataset (like the house rental dataset or a mock hiring dataset).
  • Visualize the data to prove if it is ““fair”” or ““biased.””
  • First time working with biased datasets? Check out this tutorial on Kaggle
  • Upload a link to the bias-free dataset or comparison between the two datasets to earn poins

Submissions are only open during the event.