Genetic Algorithms Courses

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

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

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

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

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

Valerio Velardo - The Sound of AI

Melody Harmonization with Genetic Algorithms - Generative Music AI Course

Implement a genetic algorithm in Python to automatically generate melody harmonizations, exploring concepts like population initialization, parent selection, crossover, mutation, and fitness evaluation.

• YouTube
• 50 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

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

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

Alan Turing Institute

The Survival of the Fittest Route - Genetic Algorithms in Shipping and Sustainability

Explore how genetic algorithms optimize shipping routes for sustainability, from evolutionary theory to autonomous vessels and environmental impact reduction.

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

Introduction to Algorithms

26 ratings

Comprehensive exploration of algorithmic concepts, data structures, and problem-solving techniques, emphasizing mathematical modeling and performance analysis for computational challenges.

• MIT OpenCourseWare
• 35 hours
• Self-Paced
• Free Video

Algorithms for Big Data

10 ratings

Explore advanced algorithmic techniques for handling massive datasets, enhancing your ability to process and analyze big data efficiently.

• YouTube
• 1 day 10 hours
• Self-Paced
• Free Video

Algorithms, Part II

21 ratings

Explore advanced algorithms and data structures, focusing on graph and string processing. Learn efficient Java implementations and analyze their performance for real-world applications.

• Coursera
• 63 hours
• Self-Paced
• Paid Course

Algorithms for DNA Sequencing

17 ratings

Explore DNA sequencing algorithms and data structures using Python. Analyze real genomes, implement key methods, and gain insights into genomics and sequencing technology.

• Coursera
• 12 hours
• Self-Paced
• Paid Course