Ecological Data Science

Project management

• Rstudio projects
• code and data sharing
• code organisation and style

Principles of reproducible science

Basic functions

• syntax, organisation, style
• when, why, how to use

Advanced functions

• signatures
• ... syntax
• functional programming (apply, map, reduce, etc)

Data management

Spatial data in R

Visualisation

• colours
• visual perception and graphical grammars
• maps

Machine Learning

Spatial statistics