Complexity Explorer Courses

Game Theory II- Dynamic Games

3 ratings

This tutorial is the second part of of Dr. Justin Grana's tutorial on game theory

• Complexity Explorer
• 1 hour
• Self-Paced
• Free Online Course

Introduction to Computation Theory

2 ratings

Students will examine the formal mathematics for foundational computation proofs, as well as gain tools to analyze hard computational problems themselves.

• Complexity Explorer
• 1 hour
• Self-Paced
• Free Online Course

Music Computation and Complexity

Explore music through a computational lens, understanding its complexity as a cognitive, cultural, and social agent that has shaped human societies for millennia. Learn to design compositional models using Python.

• Complexity Explorer
• Self-Paced
• Free Certificate

Lecture: Pandemics

Explore influenza mitigation strategies and pandemic forecasting, covering epidemiology concepts and network effects on disease spread. Learn from expert Dr. Lauren Ancel Meyers.

• Complexity Explorer
• Self-Paced
• Free Certificate

Lecture: Artificial Intelligence

Explore AI's current state, predictions, and limitations with Dr. Melanie Mitchell. Learn about machine learning approaches and the challenges in developing truly intelligent AI systems.

• Complexity Explorer
• Self-Paced
• Free Certificate

Lecture: Crime and Punishment

Explores prejudices in decision-making, focusing on violent crime in the US and racial bias in policing. Examines stereotypes, crime, and justice through economic and sociological lenses.

• Complexity Explorer
• Self-Paced
• Free Certificate

Complexity-GAINs Curriculum

Gain foundational knowledge in complex systems science, applying interdisciplinary approaches to social-behavioral, intelligent, and ecosystem topics. Develop modeling skills for universal properties across diverse fields.

• Complexity Explorer
• Self-Paced
• Free Certificate

Introduction to Open Science

Introduction to Open Science practices for reproducible, transparent, and inclusive research across the entire research cycle, from preregistration to publication and data sharing.

• Complexity Explorer
• Self-Paced
• Free Certificate

Journal Club

Explore complex systems through summaries of recent publications, chosen by Santa Fe Institute researchers. Dive into social learning, dynamical systems, and music complexity.

• Complexity Explorer
• Self-Paced
• Free Certificate

IN DEVELOPMENT: Multicellularity Modules

Explore the evolution of multicellular life through experimental studies on Baker's yeast, examining adaptations and developmental mechanisms that drive biological complexity.

• Complexity Explorer
• Self-Paced
• Free Certificate

Lecture: What is Complexity?

Explore the concept of complexity with SFI President David Krakauer, delving into the evolution of intelligence and information processing mechanisms across genetic, neural, linguistic, social, and cultural domains.

• Complexity Explorer
• Self-Paced
• Free Certificate

Agent-Based Models with Python: An Introduction to Mesa

Learn to create agent-based models using Python and Mesa, exploring complex systems through the Sugarscape with Traders model. Gain hands-on experience with Google Colab and advanced modeling techniques.

• Complexity Explorer
• Self-Paced
• Free Certificate

Lecture: Epistemological emergence

Exploración del concepto de emergencia epistemológica desde la perspectiva de la ciencia de la complejidad, analizando su importancia en el desarrollo de nuevas características emergentes en sistemas complejos.

• Complexity Explorer
• Self-Paced
• Free Certificate

Introduction to Complexity

Explore tools for understanding complex systems, including dynamics, chaos, fractals, and networks. Learn how complexity arises in nature, society, and technology through hands-on approaches.

• Complexity Explorer
• Self-Paced
• Free Certificate

Introduction to Dynamical Systems and Chaos

Explore dynamical systems, chaos theory, and complex systems. Learn about bifurcations, butterfly effect, strange attractors, and pattern formation. Gain insights into predictability and complexity in nature.

• Complexity Explorer
• Self-Paced
• Free Certificate