Urban & Environmental
Analytics Course Index
38 Lessons · 3 Levels
Complete Urban & Environmental Analytics roadmap — census data, street networks, urban heat islands, air quality, walkability, climate resilience, and real interactive dashboard builds.
38Lessons
3Levels
5Projects
FreeAccess
Level IFoundations & Urban DataLessons 1–12
Lesson 01
Introduction to Urban & Environmental Analytics
Lesson 02
Smart Cities & Data-Driven Planning
Lesson 03
Urban Data Sources Overview
Lesson 04
Census & Demographic Data Analysis
Lesson 05
OpenStreetMap for Urban Analysis
Lesson 06
Street Networks with OSMnx & momepy
Lesson 07
Urban Form & Morphology Analysis
Lesson 08
Land Use Mapping & Zoning Analysis
Lesson 09
Population Density & Growth Modeling
Lesson 10
Sensor Networks & IoT Data
Lesson 11
Crowdsourced & Social Media Data
Lesson 12
Open Government & Civic Data Portals
Level IIEnvironmental & Spatial AnalysisLessons 13–27
Lesson 13
Urban Heat Island Analysis
Lesson 14
Air Quality Monitoring & Mapping
Lesson 15
Green Space & Tree Canopy Analysis
Lesson 16
Noise Pollution Mapping
Lesson 17
Walkability & 15-Minute City Analysis
Lesson 18
Transit Accessibility Analysis
Lesson 19
Traffic Flow & Congestion Analysis
Lesson 20
Energy Consumption & Building Efficiency
Lesson 21
Flood Risk & Stormwater Analysis
Lesson 22
Climate Resilience Planning
Lesson 23
Environmental Justice & Equity Mapping
Lesson 24
Public Health & Spatial Epidemiology
Lesson 25
Site Suitability Analysis
Lesson 26
Spatial Statistics for Urban Data
Lesson 27
Machine Learning for Urban Prediction
Level IIIDashboards & Real ProjectsLessons 28–38
Lesson 28
Building Interactive Dashboards with Shiny
Lesson 29
Dashboards with Streamlit & Dash
Lesson 30
Communicating Results: Reports & Storytelling
Lesson 31
Reproducible Workflows & Version Control
Lesson 32
Deploying Urban Analytics Apps
Lesson 33
ESG & Sustainability Reporting
Lesson 34
Build a Walkability Score Dashboard
Lesson 35
Build an Urban Heat Island Map
Lesson 36
Build a Green Space Access Analysis
Lesson 37
Build an Air Quality Tracker
Lesson 38
Build a Smart City Indicators Dashboard