ai-ml

Tutorials covering ai-ml

Material

You can view the tutorial materials in different languages by clicking the dropdown icon next to the slides () and tutorial () buttons below.

Foundations of Data Science

Lesson Slides Hands-on Recordings Input dataset Workflows

Statistics and machine learning

Lesson Slides Hands-on Recordings Input dataset Workflows
Foundational Aspects of Machine Learning using Python
elixir ai-ml jupyter-notebook
Pretraining a Large Language Model (LLM) from Scratch on DNA Sequences
elixir ai-ml Large Language Model jupyter-notebook
Fine-tuning a LLM for DNA Sequence Classification
elixir ai-ml Large Language Model jupyter-notebook
Predicting Mutation Impact with Zero-shot Learning using a pretrained DNA LLM
elixir ai-ml Large Language Model jupyter-notebook
Generating Artificial Yeast DNA Sequences using a DNA LLM
elixir ai-ml Large Language Model jupyter-notebook
Regulations/standards for AI using DOME
elixir ai-ml

Contributors

This material was contributed to by:

orcid logoFotis E. Psomopoulos avatar Fotis E. Psomopoulosorcid logoBjörn Grüning avatar Björn GrüningRalf Gabriels avatar Ralf GabrielsAnup Kumar avatar Anup Kumarorcid logoSaskia Hiltemann avatar Saskia HiltemannRaphael Mourad avatar Raphael Mouradorcid logoStella Fragkouli avatar Stella Fragkouliorcid logoBérénice Batut avatar Bérénice BatutWandrille Duchemin avatar Wandrille Duchemin

Funding

These individuals or organisations provided funding support for the development of this resource