Offers basic concepts of vector spaces such as linear independence, basis and dimension, quotient space, linear transformation and duality with an exposition of theory of linear operators on dimensional vector space. This book includes concepts of eigenvalues and eigenvectors, diagonalization, triangulation and Jordan and rational canonical forms.