Explore the intersection of machine learning and dynamical systems in this 29-minute conference talk by Juan Pablo Ortega from Nanyang Technical University. Delve into the concept of forecasting using reservoir computing, with a focus on synchronization techniques. Gain insights from this presentation, part of the Fourth Symposium on Machine Learning and Dynamical Systems hosted by the Fields Institute on July 8, 2024.