Linear algebra is that branch of mathematics that deals with vectors and is considered to be one of the most complex areas of the subject. The study of vector spaces include aspects such as associative, inverse elements, commutative, identity element, matrix theory and subspaces, eigenvalues and eigenvectors, linear transformations including kernel and range theorem, inverse transformations, representative matrix and change of base.