Value Driven Data Science

Episode 99: [Value Boost] Preventing ML Bias Before it Becomes a Problem

Mar 25, 2026 10:36

Biased machine learning models don't just produce poor predictions. They can damage reputations, derail projects, and in high-stakes fields like healthcare, potentially cause real harm. Yet many data scientists don't check for bias until it's too late, missing the opportunity to address it at its source.

In this Value Boost episode, Serg Masis joins Dr. Genevieve Hayes to share practical…