Introduction to Linear Regression Linear regression stands as a foundational pillar in statistical modeling and machine learning, providing a powerful yet interpretable method for unraveling relationships between variables. Its widespread use across data science, from predictive analytics to causal inference, stems from its ability to model linear dependencies between a dependent variable and one or