Genetic Algorithms Courses and Certifications

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

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
• On-Demand
• Free Video

Discover AI

The End of RL - GEPA: New Genetic AI Algorithm from MIT and UC Berkeley

Discover how GEPA, a revolutionary genetic AI algorithm from MIT and UC Berkeley, outperforms traditional reinforcement learning methods in prompt optimization and AI agent development.

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

EuroPython Conference

Music Theory - Genetic Algorithms and Python

Explore genetic algorithms and Python to generate musical counterpoint, inspired by classical composition techniques and modern computational approaches.

• YouTube
• 55 minutes
• On-Demand
• Conference Talk

Brown University;  Georgia Tech

Machine Learning: Unsupervised Learning

3 reviews

Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? The answer can be found in Unsupervised Learning!

• Udacity
• 5 hours
• On-Demand
• Free Online Course

Hyperparameter Tuning in Python

12 ratings at DataCamp

Learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Coding Train

Phyllotaxis and More on Genetic Algorithms

Explore algorithmic botany and genetic algorithms through coding challenges, covering phyllotaxis, fitness functions, selection methods, and ecosystem simulations for creative programming enthusiasts.

• YouTube
• 2 hours 33 minutes
• On-Demand
• Free Video

Jeff Heaton

Detecting Cancer with RBF Networks Trained by Genetic Algorithms

Explore machine learning techniques for cancer detection using RBF networks and genetic algorithms, with practical insights on implementation and advanced concepts.

• YouTube
• 20 minutes
• On-Demand
• 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
• On-Demand
• Conference Talk

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
• On-Demand
• Free Video

Devoxx

Genetic Algorithms in Go

1 review

Explore genetic algorithms through examples like evolving Shakespeare's phrases and Mona Lisa's image. Learn about natural selection-based metaheuristics and their applications.

• YouTube
• 31 minutes
• On-Demand
• 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
• On-Demand
• Conference Talk