Life of Fred: Linear Algebra (Expanded Edition)

Solving systems of equations with one, many, and no solutions. Gauss-Jordan elimination. Gaussian elimination. Matrices. LU-decomposition. Vector spaces. Inner product spaces. Gram-Schmidt orthogonalization process. Fourier series. Data fitting. Linear Transformations. Linear functionals. Dual spaces. Eigenvalues and eigenvectors. Markov chains. (Upper-division college level.) Usually taken in the junior (3rd) year All the answers are given in the book.