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NTU Singapore - Introduction to Complexity Science 

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  • 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 External Link Icon

Credential

Certificate

Introduction to Complexity Science
Table of content
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  • Overview
  • Highlights
  • Course Details
  • Curriculum

Introduction to Complexity Science
 at 
Coursera 
Highlights

  • Flexible deadlines Reset deadlines in accordance to the schedule
  • Earn a Certificate upon completion from Coursera
Details Icon

Introduction to Complexity Science
 at 
Coursera 
Course details

Skills you will learn
More about this course
  • 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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Introduction to Complexity Science
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