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Home / Science / Materials Science / Introduction to Complexity (Complexity Explorer)
Material Behavior (Coursera)

Introduction to Complexity (Complexity Explorer)

Introduction to Complexity is online course offered by Santa Fe Institute via Complexity Explorer.

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Introduction to Complexity (Complexity Explorer)
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Overview

In this course you’ll learn about the tools used by scientists to understand complex systems. The topics you’ll learn about include dynamics, chaos, fractals, information theory, self-organization, agent-based modeling, and networks.

You’ll also get a sense of how these topics fit together to help explain how complexity arises and evolves in nature, society, and technology. There are no prerequisites. You don’t need a science or math background to take this introductory course; it simply requires an interest in the field and the willingness to participate in a hands-on approach to the subject.

Syllabus

  • What is Complexity?
  • Dynamics and Chaos
  • Fractals
  • Information, Order, and Randomness
  • Genetic Algorithms
  • Cellular Automata
  • Models of Biological Self-Organization
  • Models of Cooperation in Social Systems
  • Networks
  • Scaling in Biology and Society
  • Wrapping Up; Virtual Field Trip

Coach

Melanie Mitchell

Additional information

Course Delivery

Online

Course Efforts

3-6 Hours a Week

Course Enrollment

Free

Course Language

English

Course Length

10 weeks

Course Level

Beginner

Course Provider

Complexity Explorer

Course School

Santa Fe Institute

Course Subtitles

English

Flexible Learning

Yes

Verified Certificate

Free

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Category: Materials Science Tags: Algorithms, NetLogo, Networks, Scientific

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