Training materials
Scientific topics: Machine learning or Mass spectrometry or Software engineering
and Authors: Helena Rasche or Marta Lloret Llinares or Wolmar Nyberg Åkerström or girafe.ai
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girafe-ai/ml-course
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Learning pathway
Version control with Git
•• intermediateSoftware engineering Open science Version control -
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
Hands-on for 'Virtual Environments For Software Development' tutorial
•• intermediatedata-science jupyter-notebook -
hands-on tutorial
Hands-on for 'Python - Type annotations' 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 - Multiprocessing' tutorial
••• advanceddata-science jupyter-notebook -
hands-on tutorial
Hands-on for 'Python - Testing' tutorial
•• intermediatedata-science jupyter-notebook -
hands-on tutorial
Hands-on for 'Python - Subprocess' tutorial
•• intermediatedata-science jupyter-notebook -
hands-on tutorial
Hands-on for 'CLI Educational Game - Bashcrawl' tutorial
•• intermediatedata-science game bash jupyter-notebook