Complete Tutorial: Linear Regression Machine Learning with MATLAB

This tutorial provides a complete introduction to Linear Regression in MATLAB, combining the essential theory with practical implementation. It explains how linear regression works for predicting continuous values, then guides the reader through simple regression, multiple regression, model evaluation, residual analysis, train/test workflows, and real examples using MATLAB functions such as fitlm, predict, stepwiselm, and built-in datasets.

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