Genetic Algorithms Courses and Certifications

Coding Train

Genetic Algorithms - The Nature of Code

Explore evolutionary computing principles through hands-on genetic algorithm implementation, from basic concepts to advanced applications like smart rockets and traveling salesperson problems.

• YouTube
• 6 hours 12 minutes
• Self-Paced
• Free Video

Coding Train

Genetic Algorithms - Intelligence and Learning - Session 2

Explore genetic algorithms through hands-on coding challenges, from Shakespeare monkey examples to traveling salesperson problems and evolutionary steering behaviors.

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

Introduction to Complexity

151 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

Dave Churchill

Introduction to Artificial Intelligence: Genetic Algorithms for Sudoku - Lecture 12

Explore genetic algorithms for Sudoku solving. Learn about fitness functions, population dynamics, mutation rates, and algorithm implementation in this comprehensive AI lecture.

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

Valerio Velardo - The Sound of AI

Genetic Algorithms for Generative Music AI - Lecture 15

Explore genetic algorithms for music generation, covering key concepts, applications, and step-by-step processes. Learn about music encoding, fitness functions, and interactive approaches in AI-driven composition.

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

Processing Foundation

The Nature of Code

14 ratings

Simulate nature in software: code vectors, forces, steering behaviors, fractals, cellular automata, and genetic algorithms as object-oriented p5.js sketches.

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

Tech with Tim

Python Flappy Bird AI Tutorial with NEAT - NEAT Configuration and Explanation

Explains how NEAT evolves neural-network topologies and uses fitness, population, and configuration settings to train a Flappy Bird AI.

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

Dave Churchill

Intro to Artificial Intelligence - Evolutionary Computing - Lecture 11

Explore evolutionary computing techniques for AI problem-solving, including genetic algorithms and their applications in optimization and game AI.

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

Dave Churchill

Intro to Artificial Intelligence - Evolutionary Computing - Lecture 13

Explore evolutionary computing techniques for AI problem-solving, including genetic algorithms and their applications in optimization and game AI.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Dave Churchill

Introduction to Artificial Intelligence - Evolutionary Computing - Lecture 12

Explore evolutionary computing techniques for AI problem-solving, including genetic algorithms and their applications in optimization and game AI.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Dave Churchill

Intro to Artificial Intelligence - Evolutionary Computing - Lecture 13

Explore evolutionary computing principles and techniques in artificial intelligence, including algorithmic approaches for solving complex problems through simulated evolution.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

JSConf

Evolving JavaScript - Cultivating Genetic Algorithms for Creative Coding

Explore genetic algorithms in JavaScript for interactive experiences inspired by nature. Learn implementation, problem-solving applications, and integration with state machines and generative art.

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

MLCon | Machine Learning Conference

Evolution 3.0 - Solve Your Everyday Problems with Genetic Algorithms

Explore genetic algorithms for solving everyday problems like scheduling and meal planning. Learn to code from scratch and understand algorithm stages for practical applications.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Tight Genes - Intro to Genetic Algorithms

Explore genetic algorithms: evolve solutions, create a simple runner, and solve problems like knapsack, D&D character creation, and mead recipe optimization.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

Genetic Algorithms in Elixir

Explore genetic algorithms in Elixir with experts Sean Moriarity and Bruce Tate. Learn about Elixir's potential for machine learning, Numerical Elixir (Nx), and real-world applications of genetic algorithms.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk