Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
fundamental concept remains the same: utilizing known data to predict unknown outcomes. As we explore Linear, Lasso, and Ridge regression in this article, we will see how they all follow this basic principle while offering unique strategies for handling different data characteristics and tackling