This volume contains lectures given at the Saint-Flour Summer School of Probability Theory during the period 10th - 26th July, 1995. These lectures are at a postgraduate research level. They are works of reference in their domain. TOC:Martin T. Barlow: Diffusions on Fractals; David Nualart: Analysis on Wiener Space and Anticipating Stochastic Calculus