Training materials
Difficulty level: Intermediate
and Contributors: Biocore@CRG or Dr. Scooter Morris or Fotis E. Psomopoulos or Jean-François Dufayard or Matthias Fahrner or Michael Parkin or SIB Swiss Institute of Bioinformatics
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hands-on tutorial
Introduction to Machine Learning using R
•• intermediateStatistics and probability Statistics and machine learning interactive-tools -
hands-on tutorial
Library Generation for DIA Analysis
•• intermediateProteomics DIA -
hands-on tutorial
DIA Analysis using OpenSwathWorkflow
•• intermediateProteomics DIA -
hands-on tutorial
Statistical analysis of DIA data
•• intermediateProteomics DIA -
hands-on tutorial
MaxQuant and MSstats for the analysis of label-free data
•• intermediateProteomics label-free -
hands-on tutorial
Plotting in Python
•• intermediateSoftware engineering Foundations of Data Science jupyter-notebook -
hands-on tutorial
Advanced R in Galaxy
•• intermediateSoftware engineering Foundations of Data Science R -
hands-on tutorial
Advanced Python
•• intermediateSoftware engineering Foundations of Data Science jupyter-notebook