AI isn’t always fair.
From hiring decisions to loan approvals, machine learning models are quietly shaping critical parts of our lives—and sometimes, they’re doing it unfairly.

In today’s Shots of Analytics episode, we’re diving deep into:
⚠️ What bias in AI really means
🔍 How it sneaks into your models
📉 Real-world examples from hiring, healthcare, and justice systems
🛠️ Practical ways to detect and reduce bias in your machine learning pipelines

🎧 Whether you’re an AI builder or just an AI user, this episode is a must-listen.
Because fairness isn’t optional—it’s foundational.