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makelaj committed Aug 28, 2024
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5 changes: 4 additions & 1 deletion B1/L3/docs/modern_modelling-L1.md
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# Contents in modern modelling

- Containers and who needs them?
- Overlook on how do we use machine learning in climate sciences
- Overlook on how do we use machine learning (in climate sciences)
- Explainable AI

# Artificial Intelligence (AI) and Machine Learning (ML)
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- Open a shell in the container
- `apptainer shell [shell options...] <container>`

- Pulling Docker container from registry
- `singularity pull docker://`

# File system

- Containers have their own internal file system (FS)
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2 changes: 2 additions & 0 deletions B2/L4/docs/data-management.md
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- Focus on two data formats: NetCDF4 and zarr

- Finalize on an overview of ESMValTool

# What kinds of data do we have?

![<span style="font-size:50%;">https://www.climateurope.eu/wp-content/uploads/2016/03/Global_Observing_system_WMO.jpg</span>](img/Global_Observing_system_WMO.png){.center width=65%}
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