Understanding Overfitting and Underfitting in Machine Learning: A Comprehensive Guide

Machine learning powers many modern technologies, from recommendation systems to autonomous vehicles. However, building effective models requires addressing two common pitfalls: overfitting and underfitting. These issues can significantly impact a…