This book attempts to present a unified and coherent theory of the calculus of probability on algebraic structures. Among such structures we shall consider some that merit special attention because of the role they play in the applications of the theory as well as because of their intrinsic interest. These are topological semi-groups and groups, topological vector spaces and algebras.