Construction, Infrastructure & Smart Cities
GIS, remote sensing, air quality and open data for cities and infrastructure.
Beginner
Start here. No background needed beyond school maths.
CPCB Air Quality Data
Live and historical air-quality readings from monitoring stations across India, the data for air-quality analysis and forecasting projects.
Central Pollution Control Board
Introduction to Geographic Information Systems (IIT Roorkee)
Maps and spatial data for planning: GIS concepts, data models, spatial analysis and applications in cities and infrastructure. Free to learn on NPTEL; the certificate needs a proctored exam with a fee.
NPTEL
Remote Sensing and GIS (IIT Guwahati)
Satellite images and GIS for monitoring land, water, cities and disasters. Free to learn on NPTEL; the certificate needs a proctored exam with a fee.
NPTEL
Open Government Data Platform India
Thousands of public datasets from Indian ministries and states on transport, cities, water, health, agriculture and more, for real-data projects.
Government of India