MOOC MLWC - 3. Practical ML applications in Weather & Climate

This course includes 6 hands-on modules on the main topics of numerical weather and climate prediction.

Last updated: 12 June 2023

Enrolled students: 9.7K+

Recognition

Certification not available

Type of learning resource

Multi-lesson course

Course Content

General

Observations

How to build a simple ANN model for satellite precipitation retrieval? 🕓30 min
Quiz
Machine learning for environmental modelling 🕓30 min
Quiz

Forecast Model

E-learning 🕓30 min
Quiz
E-learning 🕓1 hour

Data Assimilation

E-learning

Post-Processing

E-learning 🕓45 min

Ocean & Climate

E-learning 🕓 30 min
Quiz

Operational Meteorology

Operational Meteorology 🕓30 min

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