Unsupervised learning with Geospacial & Location data, best place to start? • /r/MachineLearning

Unsupervised learning with Geospacial & Location data, best place to start? Say I have a dataset of thousands of events and their location & time. I want to predict the location of future events. You may want to look into spatial-temporal modelling. As far as I know, there are more statistical modeling out there than machine learning in this field.