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Linear regression is a statistical technique that models the linear relationship between a dependent variable (target variable) and one or more independent variables (explanatory variables). At its most basic level, it aims to predict the value of one variable based on the known value of another. This technique is widely used in both statistics and machine learning fields in various forms. Linear regression is the process of estimating an unknown value through a linear mathematical model. This m