Contents

1. Vector Spaces
   1. Coordinatization
2. Linear Operators
   1. Matrix Representation
   2. Rank of an Operator
   3. Characteristic Polynomial
3. Spectral Theory
   1. Eigenvalue Problem
   2. Diagonalization
   3. Normal Operators
   4. Self-Adjoint Operators
   5. Computing a Function of a Matrix