Advanced
GeoAI: AI & Machine Learning for Spatial Problems
About this course
This advanced course bridges the gap between artificial intelligence and GIS. You'll learn to apply machine learning models and deep learning techniques to analyze spatial data, automate feature extraction, and create predictive models for real-world applications.
What you'll learn
- Understand the fundamentals of AI/ML in a geospatial context.
- Implement machine learning workflows for spatial data.
- Use Python libraries like TensorFlow and Scikit-learn for GeoAI.
- Develop and evaluate predictive models for spatial phenomena.
Prerequisites
- Strong Python programming skills.
- Experience with GIS and data analysis.