I was a lecturer at the First Italian Summer School of Geometric Deep Learning alongside Michael Bronstein, Francesco Di Giovanni, Pim de Haan and Maurice Weiler. My lectures cover a large part of my upcoming PhD thesis on Topological Deep Learning and argue why topology should play a central role in GDL. The recordings and the slides are available online.