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
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
Deep Learning (without Generative Artificial Intelligence) using Python
•• IntermediateStatistics and probability Statistics and machine learning ai-ml elixir jupyter-notebook work-in-progress -
e-learning
Foundational Aspects of Machine Learning using Python
•• IntermediateStatistics and probability Statistics and machine learning ai-ml elixir jupyter-notebook -
e-learning
Neural networks using Python
•• IntermediateStatistics and probability Statistics and machine learning ai-ml elixir jupyter-notebook work-in-progress -
e-learning
Regulations/standards for AI using DOME
•• IntermediateStatistics and probability Statistics and machine learning ai-ml elixir -
e-learning
Text-Mining Differences in Chinese Newspaper Articles
•• IntermediateStatistics and probability Digital Humanities text mining -
e-learning
Exploring microbial ecosystems: A curated collection of EMBL-EBI on-demand training
Microbial ecology Microbiology Metagenomics Biodiversity Statistics and probability Open access microbiome microbial ecosystems
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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