A Gentle Introduction to Overfitting and Underfitting in Machine Learning

Overfitting and Underfitting are two crucial concepts in machine learning and are the prevalent causes for the poor performance of a machine learning model. In this blog, I will attempt to explain these two terms in a non-technical manner in order to...