Genetic Algorithms Courses and Certifications

Introduction to Genetic Algorithms: Theory and Applications

903 ratings at Udemy

Learn the main mechanisms of Genetic Algorithm as a heursitic Artificial Intalligence search or optimization in Matlab

• Udemy
• 7 hours 6 minutes
• On-Demand
• Paid Course

The Ultimate Beginners Guide to Genetic Algorithms in Python

259 ratings at Udemy

Implement genetic algorithms from scratch to solve real world problems!

• Udemy
• 4 hours 52 minutes
• On-Demand
• Paid Course

Optimization with Genetic Algorithms: Hands-on Python

150 ratings at Udemy

Learn how to implement genetic algorithm from scratch to solve real world optimization problems

• Udemy
• 4 hours 36 minutes
• On-Demand
• Paid Course

Genetic Algorithms & Neural Networks: Java, AI

36 ratings at Udemy

Genetic Algorithms, Neural Networks, AI, Neuro-Evolution, Java

• Udemy
• 6 hours 8 minutes
• On-Demand
• Paid Course

Artificial Intelligence

215 reviews

This course introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.

• MIT OpenCourseWare
• 24 hours
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Introduction to Complexity

149 reviews

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
• On-Demand
• Free Online Course

• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Machine Learning Optimization Using Genetic Algorithm

377 ratings at Udemy

Learn how to optimize Machine Learning algorithms' performances and apply feature selection using Genetic Algorithm

• Udemy
• 6 hours 33 minutes
• On-Demand
• Paid Course

Evolutionary Computation and its Applications

31 ratings at Coursera

Master AI-based optimization techniques through genetic algorithms and particle swarm optimization, applying evolutionary computation principles to solve real engineering problems using MATLAB.

• Coursera
• 8 hours 24 minutes
• On-Demand
• Paid Course

Genetic Algorithms in Python and MATLAB

592 ratings at Udemy

Hands-on implementation of Binary and Real-Coded Genetic Algorithms in Python and MATLAB, covering theory and practical applications in optimization and computational intelligence.

• Udemy
• 4 hours 12 minutes
• On-Demand
• Free Online Course

Intelligenza Artificiale

52 reviews

Il corso multidisciplinare che affronta il tema dell’intelligenza artificiale dal punto di vista scientifico, tecnico, etico, sociale, economico, filosofico e culturale.

• Independent
• On-Demand
• Free Online Course

• Best of All Time