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| Section | Weight | Objectives |
|---|---|---|
| Spatial Data & Analysis | 30% | - Geoprocessing and spatial analysis tools - Attribute and spatial querying - Spatially enabled DataFrames - Raster and imagery processing |
| API Fundamentals & Authentication | 20% | - Authentication methods (username/password, API key, OAuth) - GIS object initialization and connection - Module structure and core architecture |
| Mapping & Visualization | 15% | - Add and configure layers and symbology - Create and modify maps and scenes - Export and visualize outputs |
| Automation & Integration | 10% | - Error handling and best practices - Scripting and workflow automation - Integration with Python ecosystem (pandas, NumPy, etc.) |
| Content & Item Management | 25% | - Publish and share layers, maps, and services - Search, retrieve, and update portal items - Manage groups, users, and permissions |
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