Applications of scikit-learn for geospatial and non-geospatial data

This post is the record of an in-class tutorial from April 2019, introducing scikit-learn for both geospatial and non-geospatial data. It is preserved as it was taught — the Anaconda setup, pinned package versions, and scikit-learn API calls below all reflect the ecosystem as it stood at the time, and the code will not run as-is in a modern Python environment. Treat it as a snapshot of the workshop rather than a maintained tutorial.