Linear Algebra and Applications Linear algebra is one of the basic mathematical disciplines. It is a branch of mathematics that studies vector spaces and their mappings - linear operators. Matrices are the main tool of linear algebra, but they are also a concrete realization of linear operators. It is this connection between the operator and the matrix that provides insight into the geometric nature of all the tasks of linear algebra.