Instructional Video
Khan Academy

Khan Academy: Showing That an Eigenbasis Makes for Good Coordinate Systems

9th - 10th Standards
Video creating a basis out of n linearly independent eigenvectors. Reviews transformations and change of basis matrices. Shows that when the eigenbasis is used as an alternate coordinate system, the transformation is a diagonal matrix...