Chapter 3 · Linear Algebra (MIT)

Unit III: Positive Definite Matrices and Applications

Symmetric and positive definite matrices, complex matrices and the fast Fourier transform, similar matrices and Jordan form, the singular value decomposition, linear transformations, change of basis and image compression, and the pseudoinverse, with the unit's review and exam.