Content
Course content
The course curriculum contains theory and interactive exercises as outlined below. This is the curriculum for all the OS courses and workshops. The teaching material is openly available (see links below).
Introduction
Introduction to course
General introduction to Open Science
Tools and approaches
Data management plan, data papers and registered reports
Executable documents with Quarto
Data life cycle and management
Data life cycle
Data handling
Make a function
Write an R package
Data repositories
Data discovery and access - GBIF
Darwin Core and AI
Wonders of GBIF
Biases in GBIF data
Living Norway R package to publish data
Material
Reproducible workflows
Reproducible workflows - targets
Version control - Git/GitHub
Reproducible environments
Large data sets
Analysis
Systematic reviews
Meta analysis
Best practice in data analysis
Best practice for reporting scientific results