Lectures related to Singular Value Decomposition: Applications and Solutions

Explains the method of least squares in linear regression to find the best-fitting line to a set of data points.

Explores LU decomposition for solving linear systems and the associativity of operations.

Explores QR factorization and the least squares method for solving systems of equations.