In multiple linear regression, we often switch from summation notation to matrix notation because it makes the mathematics more elegant and computationally efficient. This document explains how we ...
Logistic Regression is one of the simplest and most foundational machine learning algorithms used for binary classification (predicting 0 or 1, True or False, Yes or No). This README breaks down the ...
This course reviews simple linear regression and introduces multiple regression with emphasis on theory of least squares estimation, residual analysis, and model interpretation. Within the multiple ...
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