Spatial Data Science
Programming, statistics and machine learning for geospatial data.
GEOM-440 Year 4 3 credits 12 lessons planned
Offered by HSM University · Geomatics Engineering
Course content
- 1Python for geospatial dataComing
- 2Working with vector and raster dataComing
- 3Spatial statisticsComing
- 4Spatial autocorrelationComing
- 5Geostatistics and krigingComing
- 6Spatial regressionComing
- 7Machine learning on spatial dataComing
- 8Deep learning for imageryComing
- 9Big geospatial dataComing
- 10Spatiotemporal analysisComing
- 11VisualizationComing
- 12Reproducible workflowsComing
Requirements
Recommended background. You can start any course at any time.
Description
Programming, statistics and machine learning for geospatial data.
Part of the Engineering stream, typically taken in year 4.