Least-squares fitting is one of the most important matrix algebra techniques in statistics and scientific computing. You'll learn the theory of least-squares fitting and see several examples in simulated and in real data. It is about 36 minutes long (sorry, a bit on the long side).

You'll need this Matlab script.
Designed, created, and maintained
in html5 by Mike X Cohen.