Training materials
Scientific topics: Agricultural science or FAIR data or Metabolomics or Sequence assembly or Software engineering or Toxicology
and Authors: Helena Rasche or Matej Troják
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hands-on tutorial
Data Manipulation Olympics - SQL
• beginnerSoftware engineering Foundations of Data Science cyoa jupyter-notebook sql -
hands-on tutorial
Data Manipulation Olympics - JQ
• beginnerSoftware engineering Foundations of Data Science cyoa json -
hands-on tutorial
Mass spectrometry: GC-MS data processing (with XCMS, RAMClustR, RIAssigner, and matchms)
•• intermediateMetabolomics -
hands-on tutorial
Virtual Environments For Software Development
•• intermediateSoftware engineering Foundations of Data Science jupyter-notebook -
hands-on tutorial
Conda Environments For Software Development
•• intermediateSoftware engineering Foundations of Data Science conda jupyter-notebook -
hands-on tutorial
Python - Type annotations
•• intermediateSoftware engineering Foundations of Data Science jupyter-notebook -
hands-on tutorial
Python - Multiprocessing
••• advancedSoftware engineering Foundations of Data Science jupyter-notebook -
hands-on tutorial
Python - Testing
•• intermediateSoftware engineering Foundations of Data Science jupyter-notebook -
hands-on tutorial
Data source integration
• beginnerSoftware engineering Development in Galaxy -
hands-on tutorial
ToolFactory: Generating Tools From Simple Scripts
• beginnerSoftware engineering Development in Galaxy