### Linear regression :

Linear regression is a fundamental statistical and machine learning technique used to model the relationship between a dependent variable (target) and one or more independent variables (features). The goal is to find the best-fitting line (or hyperplane in higher dimensions) that predicts the target variable based on the features. Key Concepts Assumptions of Linear Regression…