From elementary probability to stochastic differential equations with Maple. - Cyganowski, Sasha. (Springer, 2001)
The authors provide a fast introduction to probabilistic and statistical concepts necessary to understand the basic ideas and methods of stochastic differential equations. The book is based on measure theory.