Learn Linear Algebra
Vector spaces, Eigenvalues, and eigenvectors
Vector Spaces and Sub Spaces
Null Spaces Column Spaces and Linear Transformations
Linearly Independent Sets Bases
Coordinate Systems
The Dimension of a Vector Space
Rank
Eigenvectors and Eigenvalues
The Characteristic Equation
Diagonalization