Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
theoretical basis of each model, demonstrate their practical applications with real-world examples, and evaluate their performance characteristics. By the end of this article, you will not only have a firm grasp of these three pivotal regression models but also gain insights into when to use which