From Predictions to Better Models: Understanding Regression and Regularization

Regression and Regularization: A Beginner's Guide to Building Better Predictive Models

Introduction

In data science, one of the most common tasks is predicting future outcomes using historical data.

For example, businesses may want to predict:

Future sales