Euclidean vectors -- Using matrices to solve (m x n) linear equations -- Using matrices to solve (n x n) linear equations -- Vector spaces -- Linear transformations -- Eigenvalues and eigenvectors -- Orthogonality and inner product spaces -- Numerical methods in linear algebra.