Training materials
Scientific topics: Machine learning or Mass spectrometry or Software engineering
and Authors: Evelyn Greeves or The Carpentries or UIUC or Wolmar Nyberg Åkerström
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daviddalpiaz/r4sl
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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 -
course materials, Online material, Training materials
Cloud-SPAN Genomics
• beginnerBioinformatics Software engineering Genomics DNA polymorphism Workflows Data architecture, analysis and design Shell Command line Cloud computing HPC Data analysis High performance computing -
hands-on tutorial
Hands-on for 'Python - Coding Style' tutorial
•• intermediatedata-science jupyter-notebook -
hands-on tutorial
Hands-on for 'Virtual Environments For Software Development' tutorial
•• intermediatedata-science jupyter-notebook -
hands-on tutorial
Hands-on for 'Conda Environments For Software Development' tutorial
•• intermediatedata-science conda jupyter-notebook -
hands-on tutorial
Hands-on for 'Python - Testing' tutorial
•• intermediatedata-science jupyter-notebook -
course materials, online course, Training materials
Cloud-SPAN Prenomics
• beginnerBioinformatics Software engineering Genomics Query and retrieval Data handling Cloud computing Shell Command line Amazon Web Services genomics HPC Data analysis bioinformatics -
hands-on tutorial
Hands-on for 'SQL with R' tutorial
•• intermediatedata-science SQL R jupyter-notebook rmarkdown-notebook -
hands-on tutorial
Hands-on for 'SQL with Python' tutorial
•• intermediatedata-science SQL Python jupyter-notebook