Model Explainability

Let's start with a vital question. That is, why should we trust our model?

Overview

It's a fact that data science and machine learning have naturally found their way to the biggest business and political stories in a concise timeline. Machine learning or deep learning algorithms built into automation and AI systems lack transparency. Machine learning models are often considered black boxes.