Genetic Algorithms Courses and Certifications

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
• 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

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
• Self-Paced
• Conference Talk

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
• Self-Paced
• Free Trial Available

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
• Self-Paced
• Free Video

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
• 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

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

Devoxx

Genetic Algorithms in Go

1 rating

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
• Self-Paced
• Conference Talk

GOTO Conferences

Genetic Algorithms in Elixir

Explore genetic algorithms in Elixir with Sean Moriarity and Bruce Tate. Learn problem-solving techniques, from basics to real-world applications, using this powerful tool in a familiar language.

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

Scala Days Conferences

Being Creative with Genetic Algorithms and Typeclasses

Explore genetic algorithms and typeclasses in Scala, demonstrating their power through hands-on examples, testing with ScalaCheck, and creative visual solutions.

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

Scala Days Conferences

Being Creative with Genetic Algorithms and Typeclasses

Explore genetic algorithms and typeclasses in Scala, learning to attach custom interfaces to existing code and create visual, creative solutions with confidence through testing.

• YouTube
• 46 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