GEO4938 GEO6938 Machine Learning in Meteorology
Hands-on experiences with machine learning (ML) from a series of practical case-studies in meteorology. Regression, classification, clustering and retrieval, and deep learning to solve research questions by identifying potential applications of ML, selecting the appropriate ML models, representing data as features to serve as input to ML models, and assessing the model quality. Part of the GeoAI Certificate
You will learn to:
* Explain different types of ML methods;
* Implement basic techniques in ML;
* Select the ML solution best-suited for various research in meteorology;
* Evaluate the effectiveness of different ML methods.
Prerequisites: Entry-level knowledge of physics, or the consent of the instructor.
When: T(9:35 – 11:30) & R(9:35 – 10:25)
Where: 3006 Ralph D. Turlington
Contact information:
Dr. Yixin ‘Berry’ Wen via Yixin.Wen@ufl.edu