Skip to Main Content
Purdue University Purdue Logo Purdue Libraries

D-VELOP

Includes information on data analysis and visualization tools as well as links to recorded workshop series on various related topics.

Title

Fairness and Bias in Machine Learning

Recently, fairness has emerged as a matter of concern within machine learning applications. There have been instances of unintended discrimination that arises as a result if using black box machine learning algorithms to drive decision making. We will provide a brief overview of some common biases that can manifest in the training data and equip you with strategies to identify them and evaluate their effects.

Links

Video