Defining the Least Squares Optimization Objective
We wish to minimize the Residual Sum of Square RSS( for all possible coefficients. This is goal is given by;
We can see the sum represents RSS(. The notation indicates that we want to minimize the results of a function (in this case a function over two variables, .