Genetic Algorithms Courses and Certifications

Genetic Algorithms in Python and MATLAB

583 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

Practical guide to AI in Unity

280 ratings at Udemy

Create the AI for a Unity Game: Develop a colony-simulation using State-Machines, Behavior-Trees and Genetic Algorithms

• Udemy
• 4 hours 45 minutes
• On-Demand
• Paid Course

AI-Powered Predictive Analysis: Advanced Methods and Tools

190 ratings at Udemy

Dive deep into predictive analysis leveraging AI, covering Adaboost, Gaussian Mixture Model, and classification algo.

• Udemy
• 6 hours 21 minutes
• On-Demand
• Paid Course

C++ Machine Learning Algorithms Inspired by Nature

40 ratings at Udemy

Study the Genetic Algorithm, Simulated Annealing, Ant Colony Optimization, Differential Evolution by Coding from Scratch

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Hyperparameter Tuning in Python

12 ratings at DataCamp

Learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Coursera Instructor Network

Innovate with ANSYS Simulation Tools

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
• On-Demand
• Paid Course

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
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Introduction to Soft Computing

1 review

Explore fuzzy logic, genetic algorithms, and artificial neural networks in this comprehensive introduction to soft computing techniques and their applications.

• YouTube
• 19 hours
• On-Demand
• Free Video

NPTEL;  IIT Madras

Artificial Intelligence

1 review

Explore artificial intelligence fundamentals, algorithms, and applications. Learn about search techniques, game theory, planning, expert systems, logic, and constraint satisfaction problems.

• YouTube
• 1 day 16 hours
• On-Demand
• Free Video

Coding Train

The Nature of Code

1 review

Explore simulations of natural systems using JavaScript and p5.js, covering physics, trigonometry, self-organization, genetic algorithms, and neural networks.

• YouTube
• 8 hours
• On-Demand
• Free Video

Devoxx

Genetic Algorithms in Go

1 review

Explore genetic algorithms through examples like evolving Shakespeare's phrases and Mona Lisa's image. Learn about natural selection-based metaheuristics and their applications.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

NPTEL;  IIT Madras

Machine Learning

The course places machine learning in its context within AI and gives an introduction to the most important core techniques such as decision tree-based inductive learning, inductive logic programming, reinforcement learning and deep learning through deci…

• YouTube
• 16 hours
• On-Demand
• Free Video

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
• On-Demand
• Free Online Course

Applications of AI Technology

Learn how AI technology is influencing four key areas: intelligent systems, medtech, deep learning, and sustainable fishing

• FutureLearn
• 4 weeks, 2 hours a week
• On-Demand
• Free Online Course (Audit)

Charles Darwin University

MATLAB and Scientific Computation

Master MATLAB's comprehensive capabilities from basic matrix operations to advanced applications in scientific computing, data visualization, simulation, and machine learning implementations.

• XuetangX
• On-Demand
• Free Online Course