Least Squares SolutionsExplains the concept of least squares solutions and their application in finding the closest solution to a system of equations.
Linear Systems: Direct MethodsCovers the formulation of linear systems, direct and iterative methods for solving them, and the cost of LU factorization.
Linear Algebra ReviewCovers the basics of linear algebra, including matrix operations and singular value decomposition.