Make a note sheet or concept check connecting quadratic form with ellipsoids

[davidrosenberg]

I think Brett wrote a related concept check... Maybe already did this completely. Should basically talk about eigenvector, eigenvalues, and connection to principal axes.

Also -- what does solution set look like when X is not full rank. current treatment is imprecise.