Preparing the data for modeling Having understood the nuances of the bias and fairness definitions, it’s crucial that we give the same attention to our data preparation process. This involves not just the technical transformations but also a thoughtful consideration of the implications of these transformations on fairness. Feature engineering We’ve already touched on a […]