Cellular Automata Courses and Certifications

Introduction to Complexity

149 ratings

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.

• Complexity Explorer
• 10 weeks, 3-6 hours a week
• Self-Paced
• Free Certificate

• Best of All Time

Yannic Kilcher

Growing Neural Cellular Automata

Explore neural cellular automata that learn to grow complex patterns through local interactions, mimicking biological morphogenesis and self-organization in a fascinating, interactive model.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Complexity Explorer

Cellular Automata: Algorithmic Information Dynamics in Living Systems

Explore cellular automata, a computational model for complex systems, and their applications in studying causality and living systems from networks to cells.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Code Sync

Cellular Automata for Video Games

Explore how cellular automata concepts—cells, boards, neighborhoods, rules, and loops—can be applied to model and code video game mechanics and real-life phenomena.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

NCCR SwissMAP

Hydrodynamic Fluctuations in Stochastic Charged Cellular Automata

Explore hydrodynamic fluctuations in stochastic charged cellular automata through advanced theoretical physics concepts and mathematical modeling techniques.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Cellular Automata and Algebraic Groups

Explore how additive cellular automata with vector states connect to algebraic group dynamics, revealing complex temporal behaviors and generalizations of Gauss's prime polynomial theorem.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Wolfram

Continuous Cellular Automata and Chaotic Strings

Explore continuous cellular automata through perturbation analysis, complexity classification, randomness generation, and computational tools for chaotic string systems.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Wolfram

Adaptive Evolution in Totalistic Cellular Automata

Explore how one-dimensional cellular automaton rules evolve through mutations to generate finite lifeforms and achieve maximum evolutionary potential from single cells.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Anomalous Fluctuations in Cellular Automata and Spin Chains

Explore anomalous fluctuations in cellular automata and spin chains through advanced statistical physics and nonequilibrium thermodynamics.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Kolmogorov-Seminar

Orphans in Cellular Automata - December 2024

Погрузитесь в мир клеточных автоматов, изучая конфигурации Garden-of-Eden, сироты и их взаимосвязь с графами де Брёйна. Исследуйте алгоритмы и теоремы для одномерных и многомерных систем.

• YouTube
• 2 hours 10 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Stabilizing Shifts of Finite Type with Cellular Automata

Explore stabilization of finite type shifts using cellular automata in this mathematical conference talk on dynamic system complexity.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Tutorial on Cellular Automata - Lecture 2

Explore advanced concepts in cellular automata, including complex patterns and computational models, in this in-depth mathematical lecture.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

ACM SIGPLAN

Additive Cellular Automata Graded-Monadically

Explore cellular automata through graded comonadic and monadic perspectives, focusing on additive variants and their computational implications.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Processing Foundation

The Nature of Code

14 ratings

Explore programming strategies for simulating natural systems, covering physics, fractals, genetic algorithms, and more using p5.js. Learn to create digital worlds inspired by nature's unpredictable properties.

• Kadenze
• 30 hours
• Self-Paced
• Free Online Course

Wolfram

2026 Wolfram Science Winter School Keynote Address

Discover Stephen Wolfram's opening keynote for the 2026 Winter School, exploring cutting-edge computational science and research methodologies over nearly two hours.

• YouTube
• 1 hour 48 minutes
• Self-Paced
• Free Video