Detect and mitigate unfairness in models with Azure Machine Learning

Intermediate
Data Scientist
Machine Learning

Machine learning models can often encapsulate unintentional bias that results in unfairness. With Fairlearn and Azure Machine Learning, you can detect and mitigate unfairness in your models.

Learning objectives

In this module, you will learn:

  • How to evaluate machine learning models for fairness.
  • How to mitigate predictive disparity in a machine learning model.

Prerequisites

  • Knowledge of Python
  • Experience of training models using the Azure Machine Learning SDK