Mitigating Bias in ML Models

# Mitigating Bias In ML Models: Ensuring Fairness and Ethical AI Machine learning (ML) models are increasingly integrated into our lives, influencing decisions from loan applications to healthcare diagnoses. But what happens when these models perpetuate or amplify existing societal biases? The consequences can be severe, leading to unfair or discriminatory outcomes. This article serves as your comprehensive guide to understanding and mitigating bias in ML models, equipping you with the knowle