Here we review the mathematics that goes into CT scanners and the inversion of the Radon transform. The approach given here uses the Moore-Penrose pseudo inverse to invert a tall and skinny matrix. We can get a nice representation of the pseudo inverse by using the singular value decomposition (SVD)