University of California, Los Angeles

Vectors Linear Functions Norm and Distance Clustering Linear Independence Matrices Matrix Examples Linear Equations Linear Dynamical Systems Matrix Multiplication Matrix Inverses Least Squares Least Squares Data Fitting Least Squares Classification Multi-Objective Least Squares Constrained Least Squares Constrained Least Squares Applications Non-linear Least Squares Constrained Non-linear Least Squares Introduction to Applied Linear Algebra: Vectors, Matrices, and Least squares. Stephen Boyd; Lieven Vandenberghe. Stanford University; University of California, Los Angeles....