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This lecture introduces the Lausanne Time Machine initiative, a collaborative project between EPFL and UNIL, aiming to unify research on the Lausanne region using common standards and technologies. Topics covered include urban history, digital humanities, and the application of Latent Dirichlet Allocation for analyzing historical images.