Class will take place in B03-134, January 18th, from 9h30 to 12h15 with Guillaume and Pierre.
Start here with a couple of notebooks to learn the possible tools that will allow you to tackle (big) data mining in oceanography.
Practice | Open |
---|---|
Access to data in the cloud | |
Access to CMIP6 data | |
Dask - graph | |
Dask - cluster | |
Xarray | |
Convert netcdf files to zarr format |
Class will take place in B03-134 with Sally and Pierre.
Practice | Open |
---|---|
Simple linear regression | |
Multiple linear regression | |
Non-Linear regression | |
Logistic regression |
Class will take place in B03-134 with Guillaume and Pierre.
Practice | Open |
---|---|
Clustering - Tuto 0 | |
Clustering - Tuto 1 | |
Clustering - Tuto 2 | |
Clustering - Tuto 3 (PCM) | |
PCA - Tuto 0 (CMIP6) |