Computational Thinking, Python, Linear Algebra, Math, Mathematics.
there is the term X^T X in the middle. If we have centered our data around 0 , X^T Xis the covariance matrix. The covariance matrix is a n by n matrix (n being the number of dimensions). Its diagonal is the variance of the corresponding dimensions and the other cells are the covariance between the