Training materials
-
e-learning
Pretraining a Large Language Model (LLM) from Scratch on DNA Sequences
•• IntermediateStatistics and probability Large Language Model Statistics and machine learning ai-ml elixir jupyter-notebook -
e-learning
Optimizing DNA Sequences for Biological Functions using a DNA LLM
•• IntermediateStatistics and probability Large Language Model Statistics and machine learning ai-ml elixir jupyter-notebook work-in-progress -
e-learning
Fine-tuning a LLM for DNA Sequence Classification
•• IntermediateStatistics and probability Large Language Model Statistics and machine learning ai-ml elixir jupyter-notebook -
e-learning
Predicting Mutation Impact with Zero-shot Learning using a pretrained DNA LLM
•• IntermediateStatistics and probability Large Language Model Statistics and machine learning ai-ml elixir jupyter-notebook -
e-learning
Generating Artificial Yeast DNA Sequences using a DNA LLM
•• IntermediateStatistics and probability Large Language Model Statistics and machine learning ai-ml elixir jupyter-notebook -
e-learning
Foundational Aspects of Machine Learning using Python
•• IntermediateStatistics and probability Statistics and machine learning ai-ml elixir jupyter-notebook