Machine Learning, Artificial Intelligence, Statistics, Data Science, Towards Data Science.
We try to approximate output vector with Xw Our aim is to find best w that minimizes the Eucledian distance between real output vector y and approximation Xw. For this purpose, we generally use Least Squares error and matrix calculus to minimize it. Here we use L to represent loss(error) function.