Explore machine learning applications in climate science through this lecture, part of a pedagogical program on mathematical modeling of climate, ocean, and atmosphere processes. Delve into advanced techniques for analyzing and predicting climate-related phenomena, presented by Aman Gupta from Stanford University. Gain insights into how machine learning is revolutionizing climate research, data analysis, and forecasting. Designed for Masters and final-year undergraduate students, this lecture requires no prior background in climate-atmosphere-ocean dynamics. Discover the intersection of artificial intelligence and climate science, and learn how these cutting-edge methods are enhancing our understanding of complex environmental systems.