The Leray spectral sequence is a powerful tool in algebraic topology and algebraic geometry that relates the cohomology of a sheaf on a topological space to the cohomology of its image under a continuous map. It provides a systematic method for computing sheaf cohomology by breaking down complex problems into simpler, more manageable pieces through successive approximations.