GIS for Software Engineers: Spatial Data Essentials
A concise course designed for software engineers to master the fundamentals of GIS, spatial data manipulation, and analysis using industry-standard tools.
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Spatial Data Fundamentals and GeoPandas
Unit 1: Introduction to Spatial Data
What is GIS?
Vector vs. Raster
Geometry Basics
Unit 2: Coordinate Systems and Projections
Earth as a Globe
Projected Coordinates
Georeferencing Explained
Unit 3: GeoPandas Setup and Data I/O
GeoPandas: Installation
Reading Spatial Data
Writing Spatial Data
Geometries in GeoPandas
Spatial Analysis and Visualization
Unit 1: Spatial Analysis Fundamentals
Buffering Basics
Advanced Buffering
Distance Calculations
Unit 2: Spatial Joins and Overlay Analysis
Spatial Joins Explained
Overlay Analysis Intro
Intersection Operation
Union and Difference
Unit 3: Visualization and External Data
Thematic Mapping
Legends, Scale, Labels
Online Geospatial Data