Training materials
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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
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
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
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
Generating Artificial Yeast DNA Sequences using a DNA LLM
•• intermediateStatistics and probability Large Language Model Statistics and machine learning ai-ml elixir jupyter-notebook -
slides
Fine-tuning Protein Language Model
• beginnerStatistics and probability Statistics and machine learning -
slides
Introduction to Machine learning
• beginnerStatistics and probability Statistics and machine learning -
e-learning
Text-Mining Differences in Chinese Newspaper Articles
• beginnerStatistics and probability Digital Humanities text mining -
e-learning
Fine tune large protein model (ProtTrans) using HuggingFace
• beginnerStatistics and probability Statistics and machine learning deep-learning dephosphorylation-site-prediction fine-tuning interactive-tools jupyter-lab machine-learning -
e-learning
Introduction to Machine Learning using R
•• intermediateStatistics and probability Statistics and machine learning interactive-tools