Genetic Algorithms Courses

Computing in Python IV: Objects & Algorithms

107 reviews

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

• edX
• 5 weeks, 9-10 hours a week
• On-Demand
• Free Online Course (Audit)

Data Structures and Algorithms in Python - Full Course for Beginners

100 reviews

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
• On-Demand
• Free Video

Divide and Conquer, Sorting and Searching, and Randomized Algorithms

68 reviews

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
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Algorithms and Data Structures Tutorial - Full Course for Beginners

69 reviews

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
• On-Demand
• Free Video

Algorithms, Part I

62 reviews

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
• On-Demand
• Free Online Course (Audit)

• Best of All Time

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

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

Coding Train

Phyllotaxis and More on Genetic Algorithms

Explore algorithmic botany and genetic algorithms through coding challenges, covering phyllotaxis, fitness functions, selection methods, and ecosystem simulations for creative programming enthusiasts.

• YouTube
• 2 hours 33 minutes
• On-Demand
• Free Video

Jeff Heaton

Detecting Cancer with RBF Networks Trained by Genetic Algorithms

Explore machine learning techniques for cancer detection using RBF networks and genetic algorithms, with practical insights on implementation and advanced concepts.

• YouTube
• 20 minutes
• On-Demand
• Free Video

NDC Conferences

Tight Genes - Intro to Genetic Algorithms

Explore genetic algorithms: evolve solutions, create a simple runner, and solve problems like knapsack, D&D character creation, and mead recipe optimization.

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

GOTO Conferences

Genetic Algorithms in Elixir

Explore genetic algorithms in Elixir with experts Sean Moriarity and Bruce Tate. Learn about Elixir's potential for machine learning, Numerical Elixir (Nx), and real-world applications of genetic algorithms.

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

Scala Days Conferences

Being Creative with Genetic Algorithms and Typeclasses

Explore genetic algorithms and typeclasses in Scala, learning to attach custom interfaces to existing code and create visual, creative solutions with confidence through testing.

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

Scala Days Conferences

Being Creative with Genetic Algorithms and Typeclasses

Explore genetic algorithms and typeclasses in Scala, demonstrating their power through hands-on examples, testing with ScalaCheck, and creative visual solutions.

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

MLCon | Machine Learning Conference

Evolution 3.0 - Solve Your Everyday Problems with Genetic Algorithms

Explore genetic algorithms for solving everyday problems like scheduling and meal planning. Learn to code from scratch and understand algorithm stages for practical applications.

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

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