

NTU Singapore - Introduction to Complexity Science
- Offered byCoursera
- Public/Government Institute
Introduction to Complexity Science at Coursera Overview
Duration | 17 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course |
Credential | Certificate |
Introduction to Complexity Science at Coursera Highlights
- Flexible deadlines Reset deadlines in accordance to the schedule
- Earn a Certificate upon completion from Coursera
Introduction to Complexity Science at Coursera Course details
- This course explores the features of complexity science
- Our world is connected by an abundance of complex systems
- Across all levels of organizations from physical, biological world to the social world, we may think of the connectivity between individual elements and how they interact and influence each other
Introduction to Complexity Science at Coursera Curriculum
Course Overview and Week 1: Introduction to Complex Systems
Introduction to Complex Systems (Part I) - Professor Stephen Lansing
What Is a Complex System? - Professor Peter Sloot
Scientific Progress of Complexity Science - Professor Peter Sloot
Introduction to Complex Systems (Part II) - Professor Stephen Lansing
Difference between Chaos and Complexity - Professor Peter Sloot
The Behaviour of Scale-free Network - Professor Peter Sloot
Introduction to Complex Systems (Part III) - Professor Stephen Lansing
Complex Systems in Society: Pandemic & Crime - Professor Peter Sloot
Course Overview
Your Instructors
Course Structure
Code of Conduct
Reference Slides for Videos by Professor Stephen Lansing
Week 2: Robustness, Resilience, and Sustainability
Robustness, Resilience and Sustainability (Part I) - Professor Stephen Lansing
Prisoner?s Dilemma - Professor Brian Arthur
Robustness, Resilience and Sustainability (Part II) - Professor Stephen Lansing
Islands of Order: Introduction of the Bali Subak System Model - Professor Stephen Lansing
Robustness, Resilience and Sustainability (Part III) - Professor Stephen Lansing
Design and Control of Swarm Dynamics - Professor Design and Control of Swarm Dynamics
Reference Slides for Videos by Professor Stephen Lansing
Week 3: Regime Shifts and Tipping Points
Regime Shifts and Tipping Points (Part I) - Professor Stephen Lansing
Tipping Point Definition & Criticality - Assoc. Prof. Cheong Siew Ann
Regime Shifts and Tipping Points (Part II) - Professor Stephen Lansing
Landau Theory - Assoc. Prof. Cheong Siew Ann
Regime Shifts and Tipping Points (Part III) - Professor Stephen Lansing
Early Warnings - Assoc. Prof. Cheong Siew Ann
Regime Shifts and Tipping Points (Part IV) - Professor Stephen Lansing
Universal Forecasting - Assoc. Prof. Cheong Siew Ann
Regime Shifts and Tipping Points (Part V) - Professor Stephen Lansing
Quantitative Forecasting - Assoc. Prof. Cheong Siew Ann
Reference Slides for Videos by Professor Stephen Lansing
Week 4: Introduction to Agent-Based Modeling
What is ABM - Professor Stephen Lansing
How to Validate and Calibrate ABM? - Professor Stephen Lansing
ABM for Policy Assessment - Professor Stephen Lansing
Reference Slides for Videos by Professor Stephen Lansing
Week 5: Introduction to Static Complex Network
Introduction to Static Complex Networks (Part I) - Professor Stephen Lansing
Introduction to Complex Networks (Part I) - Professor Michael Lees
Introduction to Complex Networks (Part II) - Professor Michael Lees
Introduction to Static Complex Networks (Part II) - Professor Stephen Lansing
Random Networks - Professor Michael Lees
Introduction to Static Complex Networks (Part III) - Professor Stephen Lansing
Examples of Scale-free Networks & BA Model - Professor Michael Lees
Introduction to Static Complex Networks (Part IV) - Professor Stephen Lansing
Robustness of Network - Professor Michael Lees
Practice Session Using Python - Professor Michael Lees
Reference Slides for Videos by Professor Stephen Lansing
Final Assessment
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