Course information
Introduction to the course
General info
Grading
Course environment
Communicating with Slack
License and terms of usage
Attribution
Lesson 1
Lesson overview
What is Sustainability?
What is Spatial Data Science?
Tutorial 1.1 - Meet Git
Tutorial 1.2 - Spatial analysis with Python
Recommended readings
Exercise 1
Lesson 2
Lesson overview
Human wellbeing and capabilities
Network analytics and spatial accessibility modelling
Tutorial 2 - Spatial Network analysis
Recommended readings
Exercise 2
Lesson 3
Lesson overview
Sustainable Cities and Mobilities
Mobility analytics
Tutorial 3 - Trajectory data mining in Python
Recommended readings
Exercise 3
Lesson 4
Lesson overview
Economic inequalities and growth
Spatial econometrics
Tutorial 4 - Spatial Regression in Python
Recommended readings
Exercise 4
Lesson 5
Lesson overview
Agent-based simulation with spatial data
Recommended readings
Final Assignment
Instructions
repository
Index
