Career pathway
Real Estate Data, AI & GIS Analyst
Clean property data, build dashboards, use GIS, and apply AI safely in real estate analysis.
Who it's for
Data-minded analysts and PropTech teams.
The capability you build
Clean property data, build dashboards, use GIS, and apply AI safely in real estate analysis.
Capstone deliverable
A real estate market-intelligence dashboard built from messy listings data.
Every pathway ends in a capstone project — a real deliverable, not a multiple-choice test.
Curriculum
2 courses
Real Estate Data, AI & GIS Analyst
Real Estate Data Workflows
Collect, clean, and analyse property data responsibly.
Real Estate Data, AI & GIS Analyst
Digital Services Transformation in Real Estate & Construction
How land and construction services actually work across government, and how they are transformed: why states pursue it and what the manual alternative costs, the entities involved and how they are federated, the land plot number as the root identity inherited into building and unit numbers, data flows and interoperability, the asset lifecycle from land release to occupancy, AI in verification and drawing traceability, and the payments, ownership and collaboration model that decides whether any of it lasts.