Genetic Algorithms Courses and Certifications

Introduction to Complexity

145 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

Introduction to Genetic Algorithms: Theory and Applications

774 ratings at Udemy

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

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

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

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

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

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

Artificial Intelligence

87 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

Intelligenza Artificiale

51 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

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

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
• 4 weeks
• On-Demand
• Free Online Course

Artificial Intelligence Masterclass + ChatGPT Prize [2024]

2361 ratings at Udemy

Enter the new era of Hybrid AI Models optimized by Deep NeuroEvolution, with a complete toolkit of ML, DL and AI models.

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

A Beginner's Guide To Machine Learning with Unity

2051 ratings at Udemy

Advanced games AI with genetic algorithms, neural networks & Q-learning in C# and Tensorflow for Unity

• Udemy
• 13 hours 3 minutes
• On-Demand
• Paid Course

Optimization with Metaheuristics in Python

894 ratings at Udemy

Learn Simulated Annealing, Genetic Algorithm, Tabu Search, and Evolutionary Strategies, and Learn to Handle Constraints

• Udemy
• 10 hours
• On-Demand
• Paid Course

Artificial Intelligence I: Meta-Heuristics and Games in Java

727 ratings at Udemy

Graph Algorithms, Genetic Algorithms, Simulated Annealing, Swarm Intelligence, Minimax, Heuristics and Meta-Heuristics

• Udemy
• 9 hours
• On-Demand
• Paid Course