Introduction to Machine Learning for Climate Scientists

Session

Day 1

29 Mar 2023, 13:00

Room 034 (DKRZ Main Building)

Conveners

Day 1

• Caroline Arnold (Hereon, DKRZ)
• Etienne Plésiat
• Johannes Meuer (DKRZ)

1. Introduction to Machine Learning

Caroline Arnold (Hereon, DKRZ)

29/03/2023, 13:00

• Get to know the typical workflow of a Machine Learning project
• Recap the necessary Python concepts to write Machine Learning code

8. Examples for ML in Climate Science

Christopher Kadow

29/03/2023, 14:25

3. Introduction to Pytorch

Etienne Plésiat

29/03/2023, 15:15

• Recap on Neural Networks and Convolutional Neural Networks (CNNs)
• Setup the tutorials on the JupyterHub
• Introduction to PyTorch with examples