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Santa Fe Institute is an interdisciplinary research center devoted to understanding complexity and harnessing it to make the world smarter, healthier, and more sustainable.
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.
In this course you'll gain an introduction to the modern study of dynamical systems, the interdisciplinary field of applied mathematics that studies systems that change over time.
This course is intended for anyone who is interested in an overview of how ideas from fractals and scaling are used to study complex systems. The course will make use of basic algebra, but potentially difficult topics will be reviewed, and help is avail…
This course covers several mathematical techniques that are frequently used in complex systems science. The techniques are covered in independent units, taught by different instructors. Each unit has its own prerequisites. Note that this course is me…
This tutorial contains excerpts from David Feldman's Dynamical Systems course.
This tutorial provides a modern introduction to renormalization from a complex systems point of view.
This tutorial introduces fundamental concepts in information theory.
In this tutorial, Simon DeDeo introduces MaxEnt through a series of examples, taking students from the basics of the subject up to its applications in science and engineering
Explore the mysteries of life's origins and synthetic biology with the Santa Fe Institute. Dive into discussions on bioethics, synthetic cells, and life's coalescence. Duration: 1-2 hours.
Explore complexity science's application in music analysis with Santa Fe Institute's panel discussion. Gain insights from ecological, evolutionary perspectives to system level analysis in under 1 hour.
Explore bioengineering solutions to environmental challenges with Santa Fe Institute. Learn about synthetic biology, carbon dioxide control, and managing marine plastic waste in 1-2 hours.
This tutorial will present you with the basics of how to use NetLogo to create an agent-based modeling.
Explore the interplay of information, energy, and matter in this 1-2 hour podcast by Santa Fe Institute. Learn about the dataome, its relationship to humans, and the evolution of the biosphere and technosphere.
Explore the science of human endurance with Harvard evolutionary biologist Daniel Lieberman in this less than 1-hour podcast by Santa Fe Institute. Delve into paleoanthropology, biomechanics, and physiology of exercise.
Explore the concept of robustness in evolutionary systems with Santa Fe Institute's podcast series. Learn how sciences and humanities inform each other in our evolving society. Duration: 1-2 hours.
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