Nanyang Technological University, Singapore

Introduction to Complexity Science

Nanyang Technological University, Singapore

Introduction to Complexity Science

Cheong Siew Ann

Instructor: Cheong Siew Ann

8,101 already enrolled

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.

35 reviews

Beginner level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.

35 reviews

Beginner level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Understand complex systems and their real-world applications.

  • Apply mathematical methods for system analysis and forecasting.

  • Analyze system resilience, robustness, and sustainability.

  • Use agent-based modeling and network theories for problem solving.

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

3 assignments

Taught in English

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

There are 5 modules in this course

This module introduces complex systems, explaining their evolution and societal applications. You will understand why a basic grasp of complexity science is vital. To gain practical experience, you will complete two Jupyter Notebook exercises: the Nagel-Schreckenberg traffic model and the Game of Life. This foundational module prepares you for deeper analysis of complex phenomena.

What's included

8 videos3 readings2 assignments2 ungraded labs1 plugin

This module defines robustness, resilience, and sustainability. You will analyze case studies demonstrating these attributes, understanding their importance in real-world systems.

What's included

6 videos1 reading

This module examines regime shifts and tipping points, exploring their applications in forecasting. You will understand how these critical changes impact complex systems and learn to identify their indicators.

What's included

10 videos1 reading

This module introduces Agent-Based Modeling (ABM), covering its principles, function, and application. You will gain practical experience with a Jupyter Notebook exercise on Schelling’s Segregation Model, understanding how ABM helps simulate complex social phenomena.

What's included

3 videos1 reading1 ungraded lab

This module examines complex networks and their attributes, then explores various network models. You will apply this knowledge with a Jupyter Notebook exercise on epidemics within complex networks, understanding real-world health and social dynamics.

What's included

10 videos1 reading1 assignment1 ungraded lab

Instructor

Instructor ratings
(13 ratings)
Cheong Siew Ann
Nanyang Technological University, Singapore
1 Course8,101 learners

Offered by

Explore more from Environmental Science and Sustainability

Why people choose Coursera for their career

Felipe M.

Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.

Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.

Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

  • 5 stars

    80%

  • 4 stars

    8.57%

  • 3 stars

    8.57%

  • 2 stars

    2.85%

  • 1 star

    0%

Showing 3 of 35

MA

Reviewed on Nov 30, 2023

MD

Reviewed on Jun 6, 2024

JJ

Reviewed on May 18, 2022

Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions