Linear Regression, Linear Algebra, Mathematics, Statistics, Data Science.
coefficients. In fact, this second equation relates to projecting b onto the column space of A; this is what ensures that the coefficients we find will indeed produce the line of best fit. Note the caret (hat) over x in the image ― this is to emphasise that while this is our best possible solution,