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
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
Foundational Aspects of Machine Learning using Python
elixir ai-ml jupyter-notebook

Contributors

This material was contributed to by:

orcid logoFotis E. Psomopoulos avatar Fotis E. PsomopoulosRalf Gabriels avatar Ralf GabrielsWandrille Duchemin avatar Wandrille Ducheminorcid logoBjörn Grüning avatar Björn Grüningorcid logoBérénice Batut avatar Bérénice BatutRaphael Mourad avatar Raphael Mouradorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoAnup Kumar avatar Anup Kumarorcid logoStella Fragkouli avatar Stella Fragkouli

Funding

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