Machine Learning Models Workshop II: Methods For Detecting & Correcting Bias

The second in a series of two workshops on Bias in machine learning models focused on methods for detecting and correcting bias.

The workshop covers estimating fairness metrics using python, pre- processing, in-processing, post-processing and includes an exercise of some popular techniques using Python.