From Maps to Models: Geospatial Data Processing

This workshop offers a comprehensive introduction to geospatial data processing, tailored for beginner and intermediate machine learning practitioners. Participants will explore essential concepts, including spatial data types, coordinate reference systems and projections, as well as core operations for analyzing and manipulating geospatial information. You will see how geospatial data can be integrated into machine learning workflows through feature engineering and spatial analysis. Additionally, visualization techniques will be covered to help interpret and communicate geospatial data.