Tutorial   Module retraining
Channel: IFCA Advanced Computing and e-Science Group
Date: 2023-01-22

This is a tutorial on how to retrain an existing module of the deephdc platform. Here we retrain the image classifier on a custom phytoplankton dataset. 

Written version in the docs:
https://docs.deep-hybrid-datacloud.eu/en/latest/user/howto/train-model-remotely.html

Timestamps:

00:00 0. Introduction
00:59 1. Choose a module from the Marketplace
02:20 2. Upload your files to Nextcloud
04:15 3. Deploy with the Training Dashboard
07:45 4. Go to JupyterLab and mount your dataset
10:45 5. Open the DEEPaaS API and train the model
13:50 6. Test and export the newly trained model
18:20 7. Create a Docker repo for your new module
24:50 8. Share your new module in the Marketplace