Cellular Automata Courses and Certifications

Introduction to Complexity

145 reviews

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
• On-Demand
• Free Online Course

• 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
• On-Demand
• Free Video

ICTP Mathematics

Reversible D-Dimensional CA Over the Ring ZM and Some Applications in Ergodic Theory

Explore cellular automata on $\mathbf{Z}_p$ and $\mathbf{Z}_m$, covering invertibility, ergodic properties, and entropy concepts. Delve into measure-theoretic and topological entropy for 1D linear CA and $\mathbb{Z}^2$-actions.

• YouTube
• 59 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

HyperComplex Seminar

Classical and Quantum Conway Game of Life - Methodologies and Applications

Explore classical and quantum Conway Game of Life methodologies, including stochastic models, dissipative Schrödinger equations, and thermodynamic aspects. Gain insights into complex systems and quantum mechanics applications.

• YouTube
• 42 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Processing Foundation

The Nature of Code

14 reviews

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
• On-Demand
• Free Online Course

Introduction to Renormalization

12 reviews

This tutorial provides a modern introduction to renormalization from a complex systems point of view.

• Complexity Explorer
• 1 hour
• On-Demand
• Free Online Course

Simulation and modeling of natural processes

390 ratings at Coursera

Explore modeling methods and simulation tools for natural phenomena, from fluid motion to population evolution. Learn to create programs solving simple problems using various methodologies.

• Coursera
• 23 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Programming in Mathematica

592 ratings at Udemy

Learning Mathematica with Zero Programming Knowledge (but some Math Knowledge)

• Udemy
• 6 hours 45 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Free Online Course

The Dynamics of Computation and the Computational Power of Dynamics

Explore the intersection of computation and dynamics, examining computational models, physical systems, and mathematical concepts to understand the nature of computation and its manifestation in various forms.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video