Training materials
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Deep Learning (without Generative Artificial Intelligence) using Python
elixir ai-ml work-in-progress jupyter-notebook -
Generating Artificial Yeast DNA Sequences using a DNA LLM
elixir ai-ml Large Language Model jupyter-notebook gai-llm -
Neural networks using Python
elixir ai-ml work-in-progress jupyter-notebook -
Predicting Mutation Impact with Zero-shot Learning using a pretrained DNA LLM
elixir ai-ml Large Language Model jupyter-notebook gai-llm -
Fine-tuning a LLM for DNA Sequence Classification
elixir ai-ml Large Language Model jupyter-notebook gai-llm -
Pretraining a Large Language Model (LLM) from Scratch on DNA Sequences
elixir ai-ml Large Language Model jupyter-notebook gai-llm -
Introduction to Machine Learning using R
interactive-tools -
Supervised Learning with Hyperdimensional Computing
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Foundational Aspects of Machine Learning using Python
elixir ai-ml jupyter-notebook machine-learning -
Fine tune large protein model (ProtTrans) using HuggingFace
interactive-tools machine-learning deep-learning jupyter-lab fine-tuning dephosphorylation-site-prediction