Skip to main content
Ctrl+K
 - Home

Course information

  • Introduction to the course
  • General info
  • Learning goals
  • Grading
  • Course environment
  • Communicating with Slack
  • License and terms of usage
  • Attribution

Week 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

Week 2

  • Lesson overview
  • Human wellbeing and capabilities
  • Network analytics and spatial accessibility modelling
  • Tutorial 2.1 - Shortest path analysis
  • Tutorial 2.2. Accessibility analysis: Calculating travel time matrices in Python
  • Recommended readings
  • Exercise 2

Week 3

  • Lesson overview
  • Sustainable Cities and Mobilities
  • Mobility analytics
  • Tutorial 3 - Trajectory data mining in Python
  • Recommended readings
  • Exercise 3

Week 4

  • Lesson overview
  • Economic inequalities and growth
  • Spatial econometrics
  • Tutorial 4 - Spatial Regression in Python
  • Recommended readings
  • Exercise 4

Week 5

  • Lesson overview
  • Agent-based simulation with spatial data
  • SDS in Water resource management
  • Flood forecasting
  • Recommended readings

Final Assignment

  • Instructions
  • Repository
  • Suggest edit
  • .rst

Lesson overview

Contents

  • Lesson videos

Lesson overview#

In the fourth week, we will learn about:

  • Economic inequalities, growth and green economy

  • Spatial regression

  • Tutorial 4: Spatial regression in Python

Lesson videos#

Lesson 4.1 - Economic inequalities and growth

Aalto University students can access the video by clicking the image below (requires login):

../../_images/SDS4SD_Lesson_4.1.png

Lesson 4.2 - Spatial econometrics; Spatial regression with Python (tutorial)

Aalto University students can access the video by clicking the image below (requires login):

../../_images/SDS4SD_Lesson_4.2.png

previous

Exercise 3

next

Economic inequalities and growth

Contents
  • Lesson videos

By Henrikki Tenkanen

© Copyright 2023, Henrikki Tenkanen, Dept. of Built Environment, Aalto University.