Linear Regression, Linear Algebra, Mathematics, Statistics, Data Science.
applied to a vector of unknowns x, producing a solution vector b. Unfortunately, the matrix A is rectangular and thus singular ― we cannot solve this system directly. Instead, we solve the related equation: The first equation is not solvable, so we instead pre-multiply by the transpose of A on both