All videos can be access on our YouTube channel.

All tutorials that will be presented can also be accessed via: https://nomad-lab.eu/aitoolkit. The service is always running and participants are invited to already test the notebooks.

Links to the selected tutorial that will be addressed during the workshop:

Day 1:

• Tutorial on how to query the Archive and perform data analytics within the NOMAD AI toolkit

Day 2, break-out rooms:

• Tutorial on unsupervised learning and clustering (tutor: Luigi Sbailò)
• Tutorial on decision trees (tutor: Daniel Speckhard)
• Tutorial on deep learning and convolutional neural networks (tutor: Andreas Leitherer)
• Tutorial on symbolic regression combined with compressed sensing (SISSO) and on subgroup discovery (tutors: Thomas Purcell and Lucas Foppa)
• Tutorial on electronic-similarity queries (tutor: Šimon Gabaj)