Machine Learning Projects

Today, we teach machines to learn. Tomorrow, we hope they’d return the favor ;-)

Getting started


Generalized linear models

Theory

Applications


ML at scale with PySpark


House hunting the data scientist way


Analyzing over a century of global hurricane data

This study showcases applying spatial data science techniques to analyze weather data and impacts of climate change on natural disasters. It is featured as a technology spotlight in the book GIS for Science. To get a high level overview of this study and its results, read the StoryMap webapp. For detailed analysis, read the analysis notebooks below: