This GJAM tutorial covers the conceptual background behind the model and explains why it is useful for ecological data. It also works through a basic analysis with GJAM and explains the output.
Big data management and visualization with eBird
Maggie Swift and I created a two-part undergraduate-level tutorial of basic data analysis in R with eBird data for Duke's Data Expeditions program. Start with a video about collecting eBird data. Then, work throught basic basic EDA in Part 1. Finally, analyze how hurricanes affect seabird distributions in Part 2. Each tutorial works independently or as part of the series.