Welcome to this course! Your journey begins here to discover how cutting-edge techniques impact our characterisation of weather and climate. 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.
It is a fully online and FREE training open to anyone interested in the subject. The first part of the course is a high level introduction to the key concepts. Later sections become more technical and provide hands-on experience in the application of Machine Learning algorithms.
Ready to discover the future of numerical weather and climate predictions? Then come and join us! The MOOC is free and will be launched in January 2023. Register now and access 36 hours of quality learning with leading experts from the field. We are looking forward to welcoming you!