Convolution Orthogonalization Orthogonalization Mathematica Application QR Decomposition Least Squares Data Representation Projection Visual Proof of  the Least Squares Equation Singular Value Decomposition Matrix A maps a circle to an ellipse Verification using SVD Approximation using SVD Visualizing Approximation Image Processing example