This course is meant to prepare undergraduate students who major in finance or other management related disciplines for more advance quantitative analysis studies. We will discuss topics on system of linear equations, matrix arithmetic and operations, determinants, Euclidean n-space, linear independence, basis and dimension, vector space, orthogonality, eigenvalues, and eigenvectors.