Explore machine learning approaches for analyzing and modeling large-scale time series and spatio-temporal data in this 2015 lecture by Yan Liu from USC. Discover effective techniques for healthcare and climate applications, and gain insights from experiment results demonstrating the models' effectiveness. Learn about the speaker's background, including her role as an assistant professor at USC, her previous work at IBM Research, and her numerous awards in the field of machine learning and data mining.