Training materials
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e-learning
A Docker-based interactive Jupyterlab powered by GPU for artificial intelligence in Galaxy
• beginnerStatistics and probability Statistics and machine learning deep-learning image-segmentation interactive-tools jupyter-lab machine-learning protein-3D-structure -
e-learning
Peptide and Protein Quantification via Stable Isotope Labelling (SIL)
••• advancedProteomics DDA SILAC -
e-learning
Label-free versus Labelled - How to Choose Your Quantitation Method
• beginnerProteomics DDA -
e-learning
Peptide and Protein ID using OpenMS tools
••• advancedProteomics DDA HeLa -
e-learning
Peptide and Protein ID using SearchGUI and PeptideShaker
• beginnerProteomics DDA HeLa -
e-learning
Secretome Prediction
•• intermediateProteomics human work-in-progress -
slides
Recurrent neural networks (RNN) Deep Learning - Part 2
• beginnerStatistics and probability Statistics and machine learning -
slides
Feedforward neural networks (FNN) Deep Learning - Part 1
• beginnerStatistics and probability Statistics and machine learning -
e-learning
Deep Learning (Part 1) - Feedforward neural networks (FNN)
• beginnerStatistics and probability Statistics and machine learning -
e-learning
Deep Learning (Part 2) - Recurrent neural networks (RNN)
• beginnerStatistics and probability Statistics and machine learning
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