The deep relationship between the Laplacian, heat equation and Brownian motion has been explored with much success over the past decades. Recently much attention has been attracted by fractional Laplacians, non-local equations and jump processes allowing to capture new phenomena and offer a new prespective on the classical theory. I will highlight some aspects of a probabilistic understanding of solutions of non-local equations involving some specific models.