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Conceptual spatial data modeling; Why is working with spatial data different to other types of data and information? Structured Query Language (SQL); relational database models for spatial data; spatial data structures; spatial data integrity; spatial data manipulation; spatial algorithms used in Geographic Information Systems (GIS); spatial analysis techniques including statistical approaches for spatially-informed decision making; spatial data visualisation; spatial data formats (PostgreSQL PostGIS database, GeoJSON, ESRI Shapefiles, CSV); alternative database models for geospatial data. Using NoSQL to store and manage spatial data (Key-value stores, document databases, Wide-column stores) Unstructured geospatial data sources (from social media, from APIs, etc).
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