Training materials
Scientific topics: Programming languages
and Contributors: Avans Hogeschool or Cristóbal Gallardo or Elin Kronander or Emily Angiolini or Martin Hubalek or Mehmet Tekman or Mr. William Edward Hill or Prof. Tom Freeman or Vicky Schneider
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lessons, e-learning
Introduction to Data Management Practices - Versioning of data and code using Git
• beginnerData management FAIR data Software engineering RStudio CONVERGE README -
hands-on tutorial
SQL with R
•• intermediateSoftware engineering Foundations of Data Science R SQL jupyter-notebook rmarkdown-notebook -
hands-on tutorial
SQL with Python
•• intermediateSoftware engineering Foundations of Data Science Python SQL jupyter-notebook -
hands-on tutorial
Make & Snakemake
•• intermediateSoftware engineering Foundations of Data Science -
hands-on tutorial
Advanced CLI in Galaxy
•• intermediateSoftware engineering Foundations of Data Science bash jupyter-notebook -
hands-on tutorial
CLI basics
• beginnerSoftware engineering Foundations of Data Science bash jupyter-notebook -
hands-on tutorial
Advanced SQL
• beginnerSoftware engineering Foundations of Data Science SQL jupyter-notebook -
hands-on tutorial
SQL Educational Game - Murder Mystery
•• intermediateSoftware engineering Foundations of Data Science SQL game jupyter-notebook -
hands-on tutorial
Introduction to SQL
• beginnerSoftware engineering Foundations of Data Science SQL jupyter-notebook -
hands-on tutorial
dplyr & tidyverse for data processing
••• advancedSoftware engineering Foundations of Data Science R jupyter-notebook rmarkdown-notebook