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Subjects
Science
Complex Systems

Free Online

Complex Systems Courses and Certifications

Explore chaos theory, network dynamics, and emergent behaviors to understand how interconnected systems evolve and adapt. Learn from leading complexity scientists through free courses on Complexity Explorer and YouTube, applying insights to finance, ecology, and social networks.

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Tutorials for Complex Systems
25 ratings

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.
- Complexity Explorer
- Self-Paced
- Free Online Course
Computation in Complex Systems

Explore computational complexity from polynomial-time algorithms to NP-complete problems and undecidable challenges, bridging computer science with physics and biology applications.
- Complexity Explorer
- Self-Paced
- Free Certificate
Introduction to complex biological systems

Discover the fundamentals of biological systems through a simplified approach, from DNA and proteins to evolution and genetic engineering - perfect for non-biology backgrounds.
- Swayam
- 12 weeks
- Self-Paced
- Free Online Course
Complexity Explorer
Nonlinear Dynamics - Introduction to Chaos Theory and Complex Systems

Explore chaotic systems, bifurcations, attractors, and fractal dimensions through mathematical modeling, ODE solving, and time series analysis techniques.
- YouTube
- 9 hours 43 minutes
- Self-Paced
- Free Video
JSConf
Evolving Complex Systems Incrementally

Explore jscodeshift and related tools for rewriting and modernizing JavaScript code, focusing on efficient code transformations and their impact on open source development at Facebook.
- YouTube
- 33 minutes
- Self-Paced
- Conference Talk
NPTEL-NOC IITM
Real and Complex Number Systems - Lecture 1

Explore real and complex numbers, their properties, and applications in mathematical analysis and problem-solving.
- YouTube
- 25 minutes
- Self-Paced
- Free Video
Institute for Advanced Study
Workshop on Topology - Identifying Order in Complex Systems

Explore advanced topological methods for analyzing complex systems, from DNA recombination to protein folding, using persistent homology and geometric approaches.
- YouTube
- 15 hours 48 minutes
- Self-Paced
- Free Video
International Centre for Theoretical Sciences
Statistical Physics of Complex Systems - 2022

Explore advanced statistical physics concepts through expert lectures on integrable systems, phase transitions, thermodynamic uncertainty relations, and active matter dynamics.
- YouTube
- 1 day 3 hours 55 minutes
- Self-Paced
- Free Video
International Centre for Theoretical Sciences
Tipping Points in Complex Systems

Explore critical transitions in complex systems through dynamical theory, early warning signals, stochastic processes, and real-world applications in climate, ecology, and biology.
- YouTube
- 1 day 11 hours 3 minutes
- Self-Paced
- Free Video
Complexity Explorer
Computation in Complex Systems

Explore computational complexity theory through algorithms, P vs NP problems, phase transitions, and universal computation models like Turing machines and cellular automata.
- YouTube
- 6 hours 46 minutes
- Self-Paced
- Free Video
ICTP Condensed Matter and Statistical Physics
Physics of Complex Systems - Spring College

Explore complex systems through statistical physics, random matrices, biological optimization, thermodynamics, and bacterial physiology in this intensive program from leading researchers.
- YouTube
- 2 days 9 hours 43 minutes
- Self-Paced
- Free Video
A Complex Systems Lens on Climate Policy

Exploring climate policy through complex systems, this talk offers innovative solutions to seemingly intractable environmental challenges, highlighting potential for rapid, transformative change in energy, transportation, and consumption.
- YouTube
- 59 minutes
- Self-Paced
- Free Video
Engineering Crypto-Economies Through the Lens of Complex Systems

Explore cryptoeconomics through complex systems, covering agent-based modeling, game theory, and optimization. Includes live demo of DAO simulation based on Ising model in statistical mechanics.
- YouTube
- 56 minutes
- Self-Paced
- Free Video
Tokens and Complex Systems - Part 1

Explore complex systems, tokenized ecosystems, and AI DAOs. Learn how blockchains function as life forms and democratize AI access. Discover evolutionary algorithms in token design and agent-based systems for simulation.
- YouTube
- 1 hour
- Self-Paced
- Free Video
A Statistical Physicist Looks at Some Complex Systems

Explore complex systems through statistical physics, examining random walks, lead changes in sports, and data analysis techniques for understanding dynamic processes.
- YouTube
- 39 minutes
- Self-Paced
- Free Video

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