Introduction
Complex Real-world challenges requires complex models to be build to give out predictions with utmost accuracy. However, they do not end up being highly interpretable. In this article, we will be looking into the relationship between complexity, accuracy and interpretability.
Motivation:
I am currently working as a Machine Learning Researcher and working on a project on Interpretable Machine Learning. This series is based of my implementation of the book by Christopher Molnar: “Interpretable Machine Learning”.

#model-interpretability #regression #data-science #machine-learning #python