Training materials
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e-learning
Voronoi segmentation
• beginnerImaging imageanalysis segmentation voronoi -
slides
Building Reliable Machine Learning Models with PyCaret: A Case Study on the LORIS Model
• beginnerStatistics and probability Statistics and machine learning -
e-learning
Parameter tuning and optimization - Evaluating nuclei segmentation with Galaxy
• beginnerImaging bioimaging -
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
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
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
Using BioImage.IO models for image analysis in Galaxy
• beginnerImaging AI bioimaging -
e-learning
Quantification of single-molecule RNA fluorescence in situ hybridization (smFISH) in yeast cell lines
• beginnerImaging RNA bioimaging smFISH