Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
Recall, the transpose of a scalar quantity is itself and this is the reason why the last relationship is true. Now to find the optimal X, we need to differentiate J with respect to X and set it to zero. Note: If the product of A transpose and A is invertible then we expect the estimator to be