Genetic Algorithms Courses and Certifications

A Beginner's Guide To Machine Learning with Unity

2139 ratings at Udemy

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

• Udemy
• 13 hours 3 minutes
• Self-Paced
• Paid Course

Coursera

Innovate with ANSYS Simulation Tools

35 ratings at Coursera

Master ANSYS simulation tools through hands-on exercises in parametric design, genetic optimization algorithms, and topology optimization for creating efficient, lightweight engineering solutions.

• Coursera
• 2 hours 10 minutes
• Self-Paced
• Paid Course

Khalifa University Career Certificate

AI for Executives

10 ratings at Coursera

Master AI leadership fundamentals, decision-making strategies, and CRM applications to drive business transformation and build responsible governance frameworks.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Coursera

AI Optimization & Experimental Methods

Master AI optimization by combining ensemble techniques, causal inference, linear programming, and Monte Carlo simulation to build an integrated marketing mix framework with executive-ready recommendations.

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

Coursera

Optimize with GA & RL

Master genetic algorithms and Q-learning for supply chain optimization, comparing AI methods with traditional approaches using real-world datasets and Python implementation.

• Coursera
• 3 hours 2 minutes
• Self-Paced
• Paid Course

Brown University;  Georgia Tech

Machine Learning: Unsupervised Learning

3 ratings

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
• 5 hours
• Self-Paced
• Free Online Course

Coding Train

Intelligence and Learning - Nature of Code Part 2

Explore algorithms, genetic programming, and neural networks through hands-on coding challenges covering pathfinding, machine learning, and evolutionary systems.

• YouTube
• 19 hours 12 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Madras

Artificial Intelligence

Comprehensive exploration of AI concepts, algorithms, and techniques, covering search strategies, optimization methods, game playing, planning, constraint satisfaction, and knowledge-based systems.

• YouTube
• 1 day 15 hours
• Self-Paced
• Free Video

Broad Institute

High-Throughput In Silico Genetic Screen for 3D Genome Organization - Models, Inference and Algorithms

Explore cutting-edge approaches in 3D genome organization research, including in silico genetic screening and graph representation learning for analyzing multiscale chromatin structure.

• YouTube
• 1 hour 50 minutes
• Self-Paced
• Free Video

Houston Methodist DeBakey CV Education

Genetic Advances in Hypertrophic Cardiomyopathy Inform New Management Algorithms and Treatments

Discover the latest genetic advances in hypertrophic cardiomyopathy and their impact on treatment algorithms through expert insights on diagnosis, management, and emerging therapeutic approaches.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Introduction to Machine Learning

34 ratings at The Great Courses Plus

Search engines. Navigation systems. Game-playing robots. Learn how smart machines got that way in this course taught by a pioneer researcher in machine learning.

• The Great Courses Plus
• 12 hours 6 minutes
• Self-Paced
• Free Trial Available

Introduction to Complexity

Explore tools for understanding complex systems, including dynamics, chaos, fractals, and networks. Learn how complexity arises in nature, society, and technology through hands-on approaches.

• Complexity Explorer
• Self-Paced
• Free Certificate

Learn industry-standard techniques for hyperparameter tuning in machine learning, including Grid Search, Random Search, Bayesian Optimization, and Genetic Algorithms to improve model performance.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available

Artificial Intelligence: Concepts and Techniques

Master AI concepts including problem-solving, logic, machine learning, deep learning, generative AI, planning, and programming languages like Lisp, Prolog, and CLIPS. Explore practical applications and ethical considerations.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Simon Fraser University

Advanced Generative Art and Computational Creativity

Explore advanced generative art techniques using evolutionary computing, neural networks, and procedural generation. Create innovative artifacts and evaluate creative systems while discussing ethical implications.

• Kadenze
• 100 hours
• Self-Paced
• Free Online Course