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Explore the intricacies of learning dynamical systems in this 36-minute lecture delivered by Sayan Mukherjee from the University of Leipzig and MPI MiS. Presented as part of the "Third Symposium on Machine Learning and Dynamical Systems" at the Fields Institute on September 29th, 2022, this talk delves into the fascinating intersection of machine learning techniques and dynamical systems theory. Gain insights into cutting-edge research and methodologies used to understand and model complex, time-evolving systems across various scientific disciplines.