In this Massive Open Online Course (MOOC) you will explore the application of Machine Learning – a branch of Artificial Intelligence (AI) – across the main stages of numerical weather and climate predictions. These range from the acquisition and handling of input observations to their assimilation into models, and finally to forecasting and post-processing. In each element you will uncover both the added value and limitations of Machine Learning.
Throughout your journey you will have the chance meet and interact with leading experts across the communities of Earth system sciences, high-performance computing and Machine Learning from around the world. By the end, you will have a sound understanding of the capabilities of Machine Learning in weather and climate and gain actual experience in applying advanced techniques.