Chaos Theory Courses and Certifications

Introduction to Dynamical Systems and Chaos

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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.

• Complexity Explorer
• 10 weeks, 3-6 hours a week
• On-Demand
• Free Online Course

• Best of All Time

The Butterfly Effect - What Does It Really Signify?

Explore chaos theory, determinism, and unpredictability through the lens of Ed Lorenz's work and the true meaning of the Butterfly Effect in meteorology and climate physics.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Alan Turing Institute

Machine Learning Analysis of Chaos and Vice Versa - Edward Ott, University of Maryland

Exploring machine learning's effectiveness in analyzing chaotic systems and vice versa. Covers short-term forecasting, ergodic properties, Lyapunov exponents, and the interplay between chaos theory and ML in understanding complex dynamical systems.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Online Course

The Royal Institution

Chaos Theory and Geometry - Can They Predict Our World? With Tim Palmer

Explore chaos theory's geometry to predict uncertain phenomena like weather, pandemics, and quantum physics. Discover insights into the universe and ourselves through fractal patterns and probabilistic approaches.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Online Course

Complexity Explorer

Dynamical Systems and Chaos - Interview with Stephen H. Kellert

Entrevista con Stephen H. Kellert sobre sistemas dinámicos y caos, explorando conceptos clave como bifurcaciones, el efecto mariposa y atractores extraños, y su relevancia en diversos campos científicos y humanísticos.

• YouTube
• 35 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

Chance and Chaos - How to Predict the Unpredictable by Jens Marklof

Explore chaos theory, unpredictability, and mathematical tools for analyzing chaotic systems. Discover applications in weather forecasting, statistical physics, and everyday phenomena like coin tosses and bread kneading.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Online Course

Let's Code Physics

Pendulum Simulation: In Search of Chaos - Part 6

Explore chaos in double pendulum systems through simulation, analyzing different initial conditions and observing complex behavior patterns.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

Steve Brunton

Chaos in ODEs - Lorenz and the Double Pendulum

Explore chaos in ordinary differential equations through Lorenz systems and double pendulum examples, examining numerical integration challenges and chaotic dynamics in engineering mathematics.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Steve Brunton

Vectorized Integration and the Lorenz Equation

Explore vectorized integration and the Lorenz equation, focusing on chaos, turbulence, and uncertainty in engineering mathematics, with practical MATLAB implementations.

• YouTube
• 48 minutes
• On-Demand
• Free Online Course

AGU

Fighting Chaos: Applications of Breeding - Lorenz Lecture

Explore chaos theory and breeding techniques to predict regime changes in dynamic systems, with applications in atmospheric and oceanic sciences, Mars exploration, and data assimilation.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

AGU

Fractals and Multifractals in Geophysics - Lorenz Lecture

Explore fractals and their applications in geophysics with renowned mathematician Benoit Mandelbrot in this historic AGU Fall Meeting lecture from 2001.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

Defining Chaos and Ergodicity Through Adiabatic Transformations by Anatoli Polkovnikov

Explore chaos and ergodicity in quantum systems through adiabatic transformations. Gain insights into non-equilibrium physics and many-body stability in coherent quantum matter.

• YouTube
• 2 hours 11 minutes
• On-Demand
• Free Online Course

Fields Institute

Orbit Hierarchies and Long-Term Predictability in Chaotic Systems

Explore orbit hierarchies and long-term predictability in chaotic systems, uncovering insights into complex dynamical behaviors and their implications for machine learning.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

TEDx

Del Caos a la Complejidad - Una Perspectiva Científica

Exploración científica del caos y la complejidad, desafiando ideas preconcebidas y ofreciendo una nueva perspectiva sobre su presencia en la vida cotidiana a través de ejemplos curiosos y reflexiones reveladoras.

• YouTube
• 17 minutes
• On-Demand
• Free Online Course

Understanding the environment: Complexity and chaos

There is increasing recognition that the reductionist mindset that is currently dominating society, rooted in unlimited economic growth unperceptive to its social and environmental impact, cannot ...

• OpenLearn
• 12 hours
• Finished
• Free Certificate