This course is an introduction to the fundamentals of statistical analysis for Geographic Information Systems (GIS) and spatial data. Students will be taught elements, methods and theories of quantitative and statistical techniques used in spatial analysis and cartography, with emphasis on how to apply these tools to solve geographical, urban, and regional planning problems. This course emphasizes hands-on learning through practical lab exercises and statistical modeling projects that develop both technical proficiency and analytical thinking skills essential for spatial data analysis.