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7 courses found

Foundation Models for Earth Observation Advanced Free
Geospatial AI

Foundation Models for Earth Observation

Prithvi-EO-2.0 and DINOv3, explained architecture-first, with honest zero-shot vs fine-tuned comparisons

Samuel Appiah Kubi 4 lessons
Research Methods in Geospatial AI Advanced Free
Geospatial AI

Research Methods in Geospatial AI

Rigorous experimental design, honest benchmarking, and the ethics of EO surveillance

Samuel Appiah Kubi 2 lessons
Open-Source EO Infrastructure for Institutions Advanced Free
MLOps & Pipelines

Open-Source EO Infrastructure for Institutions

Building teaching and research infrastructure that scales to 50+ concurrent students

Samuel Appiah Kubi 1 lesson
EO for Climate and Environmental Monitoring Advanced Free
Geospatial AI

EO for Climate and Environmental Monitoring

From canopy height to CO₂-equivalent — building an MRV-ready carbon estimate

Samuel Appiah Kubi 1 lesson
Disaster Response and Rapid Mapping Advanced Free
Geospatial AI

Disaster Response and Rapid Mapping

Earthquake damage assessment and rapid SAR analysis, benchmarked against UNOSAT

Samuel Appiah Kubi 1 lesson
Urban Expansion and Building Footprint Extraction Advanced Free
Geospatial AI

Urban Expansion and Building Footprint Extraction

30 years of city growth from Landsat, plus building-level detail from a modern vision …

Samuel Appiah Kubi 2 lessons
Flood Intelligence Systems Advanced Free
Geospatial AI

Flood Intelligence Systems

From a single flood mask to a full early-warning platform with tiered community alerts

Samuel Appiah Kubi 4 lessons