Value Driven Data Science
Episode 98: Building Trust in AI Through Model Interpretability
24:54
When your machine learning model makes a decision that affects someone's medical treatment, financial security, or legal rights, "the algorithm said so" isn't good enough. Stakeholders need to understand why models make the decisions they do, and in high-stakes environments, model interpretability becomes the difference between AI adoption and AI rejection.
In this episode, Serg Masis joins Dr.…