GeoAI: Deep Learning for Earth Observation

What you'll learn

• Explain what GeoAI is, why it matters now, and how an end-to-end GeoAI project flows from imagery to map
• Read and prepare geospatial data with confidence: rasters and vectors, resolution, projections, and cloud-native formats
• Match the right deep-learning task to a real problem, from classification and detection to segmentation, change detection and regression
• Use geospatial foundation models (SAM, vision-language models, satellite embeddings) and evaluate results honestly

Curriculum