Courses
20 courses found
Intermediate
Free
The GeoAgent: Natural Language EO Queries
Turning a plain-English request into a full analysis pipeline — offline or LLM-assisted
Expert
Free
Custom Model Training with GeoTrainer
Auto-labelling, loss functions built for imbalanced classes, and honest evaluation
Expert
Free
True SLC InSAR — Millimetre Deformation Mapping
The full SNAP + SNAPHU interferometry chain, validated against real GPS ground truth
Advanced
Free
Disaster Response and Rapid Mapping
Earthquake damage assessment and rapid SAR analysis, benchmarked against UNOSAT
Advanced
Free
Urban Expansion and Building Footprint Extraction
30 years of city growth from Landsat, plus building-level detail from a modern vision …
Intermediate
Free
Agricultural Monitoring and Food Security
Crop mapping with foundation models, vegetation stress detection, and honest ground-truth validation
Advanced
Free
Flood Intelligence Systems
From a single flood mask to a full early-warning platform with tiered community alerts
Intermediate
Free
Time Series Analysis and Change Detection
Seasonal composites, statistical anomaly detection, and transformer-based change mapping
Intermediate
Free
Optical Analysis with Sentinel-2
Cloud masking, spectral indices, and time series — turning raw scenes into monitoring signals