This course begins with the idea of solving a system of linear equations. The concept of matrices is introduced and the algebra of matrices is discussed. The notion of the determinant of a matrix is also introduced. Vector spaces, subspaces, linear independence, spanning sets and bases are introduced. Then the concept of inner product spaces is discussed. The eigenvalues and eigenvectors and linear transformations are also introduced. Basic facts and properties of matrices are used through this course.