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