Teaching Justice: Mitigating Bias in Machine Learning

Abstract

Edited by Dr. Carlotta A. Berry and Dr. Brandeis Hill Marshall, two leading Black American women in STEM, the book addresses a longstanding gap in the field by offering a comprehensive and socially responsive guide to understanding and mitigating bias in artificial intelligence systems. Most of all, these two technologists offer a clear, technologically sound set of instructions for responsible model design and maintenance, accompanied by helpful charts and figures.