The Art and Science of Regularization in Machine Learning: A Comprehensive Guide

Originally published on Towards AI the World's Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale AI and technology startups. Let us help you unleash your technology to the masses. Are you tired of your machine learning models performing poorly on new data? Are you sick of seeing your model's validation accuracy skyrocket only to crash and burn on the test set?