Genetic Algorithms Courses

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

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

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

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

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

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

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

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

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

Introduction to Java Programming: Fundamental Data Structures and Algorithms

50 ratings

Learn to enhance your code by using fundamental data structures and powerful algorithms in Java.

• edX
• 5 weeks, 5-7 hours/week
• Self-Paced
• Free Online Course (Audit)

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

Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues

29 ratings

Master fundamental data structures and algorithms, including ArrayLists, LinkedLists, Stacks, and Queues. Develop skills in time complexity analysis, recursion, and implementation of abstract data types in Java.

• edX
• 5 weeks, 9-10 hours/week
• Self-Paced
• Free Online Course (Audit)