These volums contains the notes of the Luminy conference : Analyse et topologie sur les espaces singuliers. The lectures are centered around the following themes : Perverse sheaves, Intersection homology and its applications, Hodge structure on the Intersection Homology and on the vanishing cycles, local and global Euler Poincarg characteristics, Bernstein polynomial.