The current [Species Occurrence as points tutorial](https://cu-esiil.github.io/data-library/scale/iNaturalist/iNaturalist/) is a bit out of date. A better tutorial would be this one from GBIF https://data-blog.gbif.org/post/aws-and-gbif/