Training materials
Licence: Creative Commons Attribution 4.0 International
and Contributors: Alireza Khanteymoori or Derek Wright or Maria Christina Maniou or Mikko Rautiainen or Stian Soiland-Reyes
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hands-on tutorial
Regression in Machine Learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Classification in Machine Learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Clustering in Machine Learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Hands-on for 'Plotting in Python' tutorial
•• intermediatedata-science jupyter-notebook -
hands-on tutorial
Hands-on for 'Introduction to Python' tutorial
• beginnerdata-science jupyter-notebook -
hands-on tutorial
Hands-on for 'Advanced Python' tutorial
•• intermediatedata-science jupyter-notebook -
hands-on tutorial
Introduction to deep learning
• beginnerStatistics and probability Statistics and machine learning -
Carpentries style curriculum
Introduction to Workflows with Common Workflow Language
• beginnerWorkflows RNA-Seq analysis cwl commonwl sciworkflows workflows -
Documentation, Exercise, Handout, Scripts
CPANG19 - Computational PANGenomics (2019)
•• intermediateGenomics -
Documentation, Exercise, Handout, Scripts
CPANG18 - Computational PANGenomics (2018)
•• intermediateGenomics