top of page

Learning Resources

Providing resources designed to make geospatial tools and machine learning more accessible to anyone interested in getting started. Each curriculum covers foundational concepts through slides, interactive exercises, and hands-on coding in Python.

Geospatial Intelligence

An introduction to the fundamentals of geospatial intelligence, including core concepts, applications, data sources, and analytical methods. The curriculum includes slide-based lessons following coding walkthroughs, interactive review exercises, and Python coding challenges.

Machine Learning

An introduction to the fundamentals of machine learning, covering key concepts, common algorithms, and practical applications. The curriculum includes slide-based lessons, interactive review exercises, and guided coding exercises in Python.

All AR²L labs are guided by our data governance policy to ensure ethical and responsible use of data. 

© 2025 By Applied Risk and Resilience Labs

bottom of page