MATH 146 is an advanced-level version of MATH 136. Topics includes vector spaces, linear dependence and span, bases and dimension, linear transformations, rank, change of coordinate matrices, and system of linear equations. We also discuss various topics of matrices such as rank, determinants, eigenvalues and eigenvectors, characteristic polynomial, and diagonalization.