Jason Delany: Simple Linear Regression YouTube Playlist

Khan Academy Least Squares Videos

– Least squares approximation

– Least squares examples

– Uses matrices and linear algebra

— Matrix equations

— Matrices for solving systems of eqns

– Linear Regression & Correlation

Dawn E. Wright, Ph.D. posted a list of regression related video links.