Introduction to Complexity

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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.

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Do you want to learn Complexity? This free online course with certificate from Santa Fe Institute is the best place to start.

Course description: Introduction to Complexity

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. Course Instructor Santiago Guisasola will be monitoring the forums and email to support your complexity learning journey.

Course content

  • 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

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Introduction to Complexity
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