Machine Learning, Statistics, Economics, Data Science, Mathematics.
the model, A won’t be an invertible matrix. So instead we force it to become invertible by multiplying both sides by the transpose of A. The transpose of A times A will always be square and symmetric, so it’s always invertible. Then we just solve for x-hat. There are other good things about this