Genetic Algorithms Courses

Data Structures and Algorithms in Python - Full Course for Beginners

256 ratings

A beginner-friendly introduction to common data structures (linked lists, stacks, queues, graphs) and algorithms (search, sorting, recursion, dynamic programming) in Python. This course will help you prepare for coding interviews and assessments.

• freeCodeCamp
• 13 hours
• Self-Paced
• Free Video

Computing in Python IV: Objects & Algorithms

117 ratings

Learn about recursion, search and sort algorithms, and object-oriented programming in Python.

• edX
• 5 weeks, 9-10 hours/week
• Self-Paced
• Free Online Course (Audit)

Algorithms and Data Structures Tutorial - Full Course for Beginners

111 ratings

In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science. There are three main parts to this course: algorithms, data structures, and a deep dive into sorting and searching algorithms.

• freeCodeCamp
• 5 hours
• Self-Paced
• Free Video

Divide and Conquer, Sorting and Searching, and Randomized Algorithms

68 ratings

The primary topics in this part of the specialization are: asymptotic ("Big-oh") notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and randomized algorithms (QuickSort, contraction algor…

• Coursera
• 15 hours 25 minutes
• Self-Paced
• Paid Course

• Best of All Time

Algorithms, Part I

61 ratings

Explore algorithms and data structures with hands-on Java implementations. Learn essential techniques for sorting, searching, and graph processing, emphasizing practical applications and performance analysis.

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

• Best of All Time

Advanced Algorithms - COMPSCI 224

40 ratings

Explore cutting-edge algorithmic techniques through comprehensive lectures, enhancing problem-solving skills and deepening understanding of complex computational challenges.

• YouTube
• 1 day 11 hours
• Self-Paced
• Free Video

JavaScript Algorithms and Data Structures

60 ratings

Master JavaScript fundamentals, algorithms, and data structures through hands-on coding projects. Covers OOP, functional programming, and advanced topics for building interactive web applications.

• freeCodeCamp
• 300 hours
• Self-Paced
• Free Certificate

• Best of All Time

Devoxx

Genetic Algorithms in Go

1 rating

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
• Self-Paced
• Conference Talk

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
• Self-Paced
• 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
• Self-Paced
• Free Online Course

The Ultimate Beginners Guide to Genetic Algorithms in Python

260 ratings at Udemy

Implement genetic algorithms from scratch to solve real world problems!

• Udemy
• 4 hours 52 minutes
• Self-Paced
• Paid Course

Valerio Velardo - The Sound of AI

Melody Harmonization with Genetic Algorithms - Generative Music AI Course

Implement a genetic algorithm in Python to automatically generate melody harmonizations, exploring concepts like population initialization, parent selection, crossover, mutation, and fitness evaluation.

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

GOTO Conferences

Genetic Algorithms in Elixir

Explore genetic algorithms in Elixir with Sean Moriarity and Bruce Tate. Learn problem-solving techniques, from basics to real-world applications, using this powerful tool in a familiar language.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Music Theory - Genetic Algorithms and Python

Explore genetic algorithms and Python to generate musical counterpoint, inspired by classical composition techniques and modern computational approaches.

• YouTube
• 55 minutes
• Self-Paced
• Conference Talk