Unlock the power of geospatial analysis with Python: a comprehensive course for Pythonistas to master spatial data manipulation, visualization, and problem-solving.
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Geospatial Data Fundamentals
Unit 1: Introduction to Geospatial Data
Unit 2: Coordinate Reference Systems (CRS)
Unit 3: Geospatial Data Formats
Geospatial Data Manipulation with GeoPandas
Unit 1: GeoPandas Fundamentals
Unit 2: Spatial Queries and Operations
Unit 3: Geometric Operations and Spatial Indexing
Geospatial Visualization
Unit 1: Static Maps with Matplotlib
Unit 2: Interactive Maps with Folium
Unit 3: Advanced Visualization Techniques
Geospatial Analysis Techniques
Unit 1: Overlay Analysis
Unit 2: Network Analysis
Unit 3: Spatial Statistics
Working with Raster Data using Rasterio
Unit 1: Rasterio Fundamentals
Unit 2: Raster Analysis and Calculations
Unit 3: Raster Reprojection and Resampling
Accessing Geospatial Data from Online Sources and APIs
Unit 1: Introduction to Online Geospatial Data
Unit 2: Working with Google Maps API
Unit 3: Working with OpenStreetMap Data
Unit 4: Web Mapping Services (WMS) and Web Feature Services (WFS)