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Introduction to GIS & Cartography

Master core GIS concepts: spatial data models, projections, digitizing, and thematic mapping. Hands-on with QGIS and ArcGIS Online.
GIS Foundation 6 weeks Beginner
QGIS, ArcGIS, Cartography
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Cartography basics illustration
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spatial analysis

Advanced Spatial Analysis & Python

Geostatistics, raster processing, machine learning for spatial data, and automation with GeoPandas & ArcPy.
SpatialPython Hub 8 weeks Advanced
Python, GeoPandas, ArcPy, Rasterio
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web mapping

Web GIS: Leaflet & Mapbox GL

Build interactive web maps, integrate GeoJSON, vector tiles, and location-based apps. Modern front-end GIS development.
Map Academy 5 weeks Intermediate
JavaScript, Leaflet, Mapbox, HTML/CSS
Course preview Interactive web map demo
satellite image

Remote Sensing & Earth Observation

Sentinel, Landsat imagery analysis, vegetation indices, image classification using SNAP and Google Earth Engine.
EarthView Institute 6 weeks Intermediate
SNAP, GEE, QGIS, NDVI
Learn more Satellite image analysis
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New GIS Course

Describe the course content, learning objectives and tools.
Institution name X weeks Beginner/Intermediate/Advanced
Tech stack / tools
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