Linear Regression, Data Science, Modeling, Ordinary Least Square, Regression.
squaring error, we guarantee a single global minimum, so wherever the derivative is zero we minimize error. There are two ways to approach this without a proof. First, by squaring our residuals, we produce an 2-dimensional parabola. The functional form is y=a(x²), where a is a scaling parameter. By