Algebraic probability theory

The Algebraic approach to probability theory allows to obtain in a unified language all results of classical and quantum probability. But some deep differences arise: almost all concentrated on the notion of conditional expectation. This fact is illustrated with several examples from stochastic calculus to Markov chains and processes.