10 Best Genetic Algorithm Courses and Certifications Online

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Close up iPhone showing Udemy application and laptop with notebookThere are thousands of online courses and classes that will assist you improve your Genetic Algorithm skills and earn your Genetic Algorithm certificate.

In this short article, our experts have assembled a curated list of the 10 Best of the Best Genetic Algorithm courses, tutorials, training programs, classes and certifications that are offered online right now.

We have actually included only those courses that meet our high-quality requirements. We have put a lot of effort and time into gathering these all for you. These courses are suitable for all levels, beginners, intermediate students, and experts.

Here’s a look at these courses and what they have to offer for you!

10 Best Genetic Algorithm Courses and Certifications Online

1. Optimization Using Genetic Algorithms : MATLAB Programming by Karthik K Udemy Course Our Best Pick

A Quick Way to Learn and Solve Optimization Problems in MATLAB. A Course for Beginners.

As of right now, more than 7704+ people have enrolled in this course and there are over 68+ reviews.

Course Content
Introduction to Optimization
Objective of Fitness Functions
Introduction to Genetic Algorithm
Genetic Algorithm in MATLAB

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2. Artificial Intelligence I: Meta-Heuristics and Games in Java by Holczer Balazs Udemy Course

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

As of right now, more than 7223+ people have enrolled in this course and there are over 685+ reviews.

Course Content
Introduction
Why Should You Learn Artificial Intelligence?
### PATHFINDING ALGORITHMS (GRAPHS) ###
Breadth-First Search (BFS)
Depth-First Search (DFS)
Course Challenge #1 – Maze Escape
Iterative Deepening Depth-First Search (IDDFS)
A* Search Algorithm
### OPTIMIZATION ###
### META-HEURISTICS ###
Simulated Annealing
Simulated Annealing Implementation – Continuous Functions
Simulated Annealing Implementation – Combinatorial Optimization
Genetic Algorithms
Genetic Algorithms Implementation – Simple Example
Course Challenge #2 – Knapsack Problem
Particle Swarm Optimization
Particle Swarm Optimization – Simple Example
### TWO PLAYER GAMES ###
Minimax Algorithm – Game Engines
Tic-Tac-Toe Game
Algorhyme FREE Algorithms Visualizer App
Course Materials (DOWNLOADS)

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3. Introduction to Genetic Algorithms: Theory and Applications by Seyedali Mirjalili Udemy Course

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

As of right now, more than 3833+ people have enrolled in this course and there are over 733+ reviews.

Course Content
Inspiration
Gene Representation and Fitness Function
Selection
Recombination (crossover)
Mutation
Elitism
Implementation of the Genetic Algorithm
Continuous version of the Genetic Algorithm
Applications of the Genetic Algorithm
Bonus Video

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4. Machine Learning Optimization Using Genetic Algorithm by Curiosity for Data Science Udemy Course

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

As of right now, more than 2532+ people have enrolled in this course and there are over 297+ reviews.

Course Content
Introduction
Genetic Algorithm
Dataset
Support Vector Machine Optimization for a Regression Problem
Multilayer Perceptron Neural Network Optimization for a Regression Problem
Support Vector Machine Optimization for a Classification Problem
Feature Selection Using Genetic Algorithm
BONUS OFFER!!
Appendix

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5. Artificial Intelligence #7 : Genetic Algorithm Optimization by Sobhan N. Udemy Course

Learn how to solve optimization problem using Genetic Algorithm Optimization Method

As of right now, more than 1556+ people have enrolled in this course and there are over 22+ reviews.

Course Content
Introduction
Genetic Algorithm Optimization Method
Optimize simple function by GA using deap library and python
Find optimum point of complicated Trigonometric function
Solve well know optimization problem “Traveling Salesman Problem” using GA

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6. The Ultimate Beginners Guide to Genetic Algorithms In Python by “Jones Granatyr, Edson Pacholok, IA Expert Academy” Udemy Course

Implement genetic algorithms from scratch to solve real world problems!

As of right now, more than 1323+ people have enrolled in this course and there are over 79+ reviews.

Course Content
Introduction
Genetic algorithm from scratch
Libraries for genetic algorithms
Final remarks

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7. Optimization Using Genetic Algorithm in MATLAB by “Mayank Dadge, Dr. H. T. Jadhav” Udemy Course

MATLAB programming basics and GA implementation to solve constrained optimization problems in the field of engineering

As of right now, more than 1073+ people have enrolled in this course and there are over 43+ reviews.

Course Content
Basics of MATLAB Programming
Concepts of Optimization and Genetic Algorithm
MATLAB Implementation of GA to Solve Benchmark Functions
Capstone Project

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8. AI and Meta-Heuristics (Combinatorial Optimization) Python by Holczer Balazs Udemy Course

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

As of right now, more than 445+ people have enrolled in this course and there are over 15+ reviews.

Course Content
Introduction
### GRAPH ALGORITHMS ###
Breadth-First Search (DFS) Algorithm
Challange #1 – WebCrawler
Depth-First Search (DFS) Algorithm
Challange #2 – Maze Solver
A* Search Algorithm
### META-HEURISTICS ###
Simulated Annealing
Simulated Annealing Implementation – Continuous Functions
Simulated Annealing Implementation – Combinatorial Optimization
Simulated Annealing Implementation – Sudoku
Genetic Algorithms
Genetic Algorithms Implementation – Simple Example
Genetic Algorithms Implementation – Constraint Satisfaction Problems
Challenge #3 – Knapsack Problem
Particle Swarm Optimization
Particle Swarm Optimization – Simple Example
### TWO PLAYER GAMES ###
Minimax Algorithm – Game Engines
Tic-Tac-Toe Game
### REINFORCEMENT LEARNING ###
Markov Decision Process (MDP) Theory
Exploration vs. Exploitation Problem
Q Learning Theory
Q Learning Implementation (Tic Tac Toe)
### APPENDIX – PYTHON PROGRAMMING CRASH COURSE ###
Appendix #1 – Python Basics
Appendix #2 – Functions
Appendix #3 – Data Structures in Python
Appendix #4 – Object Oriented Programming (OOP)
Appendix #5 – NumPy
COURSE MATERIALS

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9. Artificial Intelligence: Genetic Machine Learning Algorithms by Vinay Phadnis Udemy Course

Learn AI based Genetic Algorithms in Machine Learning from theory to hands-on experience by developing 2 apps and game

As of right now, more than 289+ people have enrolled in this course and there are over 30+ reviews.

Course Content
Introduction
Game#1: Guess The Phrase (Part-1)
Guess the Phrase (Part-2)
Find The Shortest Path (Part-1)
Find The Shortest Path (Part-2)
Flappy Bird game
Genetic.js of Flappy Bird
Back to the Gameplay.js

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10. Genetic Algorithm Concepts and Working by Dr.Deeba K Udemy Course

Genetic Algorithm Concepts and Working

As of right now, more than 46+ people have enrolled in this course and there are over 32+ reviews.

Course Content
History and Inspiration of Genetic Algorithm
Working of Genetic Algorithm
Elements of Genetic Algorithm
Applications of GA

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Here are some frequently asked questions about learning Genetic Algorithm

How Long Does It Take to Learn Genetic Algorithm?

The answer to the question “How long does it ttake to learn Genetic Algorithm” is … it depends. Everybody has different needs, and everybody is working in different circumstances, so the answer for one person might be completely different than for somebody else.

Consider these questions: What are you attempting to Learn Genetic Algorithm for? Where is your beginning point? Are you a newbie or do you have experience with Genetic Algorithm? How much can you practice? 1 hour per day? 40 hours per week? Check out this course about Genetic Algorithm.

Is Genetic Algorithm Easy Or Hard to Learn?

No, learning Genetic Algorithm isn’t hard for many people. Check this course on how to Learn Genetic Algorithm in no time!

How to Learn Genetic Algorithm Fast?

The fastest method to Learn Genetic Algorithm is to first get this Genetic Algorithm course, then practice whatever you learn whenever you can. Even if its just 15 minutes a day of practice. Consistency is key.

Where to Learn Genetic Algorithm?

If you want to explore and learn Genetic Algorithm, then Udemy offers you the best platform to learn the Genetic Algorithm. Check this course on how to Learn Genetic Algorithm in no time!