Genetic Algorithms Courses

Alberta Machine Intelligence Institute Career Certificate

Machine Learning: Algorithms in the Real World

1073 ratings at Coursera

Work through an entire machine learning project: define the problem, identify appropriate data, train a classification algorithm, improve results, and deploy while avoiding common pitfalls.

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

Introduction to Object-Oriented Programming with Java II: Object-Oriented Programming and Algorithms

16 ratings at edX

Learn the basics of object-oriented programming and algorithms.

• edX
• 6 weeks, 5-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Career Certificate

Data Structures and Algorithms

Implement LinkedLists, stacks, queues, BSTs, heaps and HashMaps in Java, then design sorting, pattern matching, Dijkstra's shortest path and dynamic programming algorithms.

• edX
• 20 weeks, 9-10 hours a week
• Self-Paced
• $680.00
• 4 courses

NPTEL;  Chennai Mathematical Institute

Programming, Data Structures and Algorithms Using Python

5 ratings

An introduction to programming and problem-solving in Python, progressing from basic control flow to sorting, dynamic programming, backtracking, and user-defined data structures.

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

DeepLearning.AI;  Stanford

Advanced Learning Algorithms

8791 ratings at Coursera

Build and train neural networks in TensorFlow for multiclass classification, tune models with ML best practices, and apply decision trees, random forests, and boosted trees.

• Coursera
• 4 weeks, 9 hours a week
• Self-Paced
• Paid Course

DNA: Biology’s Genetic Code

7 ratings at edX

DNA carries the defining data for life in a simple genetic code that comes with its own “back-up” system. Explore DNA structure with us!

• edX
• 6 weeks, 4-6 hours a week
• Self-Paced
• Free Certificate

NPTEL;  IIT Madras

Programming, Data Structures and Algorithms

4 ratings

Learn programming from scratch through weekly graded exercises in algorithms, data structures, debugging, and problem-solving, progressing from functions and searches to graphs and dynamic programming.

• YouTube
• 23 hours
• Self-Paced
• Free Video

Earth and Space Sciences X

Environmental Science - Biotechnology and Genetic Modification of Food

4 ratings

An introduction to how genetic engineering creates genetically modified foods and why their agricultural, environmental, and ethical impacts remain publicly contested.

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

Architecture, Algorithms, and Protocols of a Quantum Computer and Quantum Internet

8 ratings at edX

Learn how a quantum computer can be operated: you will go through the basics of quantum algorithms, quantum error-correction, micro-architectures, compilers, and programming languages for quantum comp

• edX
• 6 weeks, 6-8 hours a week
• Self-Paced
• Free Online Course (Audit)

算法基础 | Fundamental Algorithms

本课程内容程涵盖枚举、二分、贪心、递归、深度优先搜索、广度优先搜索、动态规划等基本算法。 This course covers some fundamental algorithms, including enumeration, binary search, greedy, recursion, DFS, BFS, and dynamic programming.

• edX
• 8 weeks, 8-10 hours a week
• Self-Paced
• Free Certificate

算法设计与分析(高级) | Advanced Design and Analysis of Algorithms

算法设计与分析(高级)”是在掌握了算法基本设计技术的基础上，进一步提高的算法课程。本课程重点介绍线性规划、网络流算法、计算复杂性理论、近似算法、随机算法及其应用。

• edX
• 10 weeks, 2-3 hours a week
• Self-Paced
• Free Certificate

NPTEL;  IIT Delhi

Data Structures and Algorithms

2 ratings

The objective of the course is to familiarize students with basic data structures and their use in fundamental algorithms. Topics covered include an introduction to object-oriented programming through stacks, queues and linked lists;

• YouTube
• 1 day 9 hours
• Self-Paced
• Free Video

NPTEL;  IIT Bombay

Design & Analysis of Algorithms

2 ratings

Learn to design fast algorithms through divide-and-conquer, greedy, dynamic programming, pattern matching, and approximation techniques.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

Quantum-Inspired Algorithms and the Azure Quantum Optimization Service

2 ratings

See how quantum-inspired algorithms formulate and solve difficult optimization problems with Azure Quantum and Python, using a Secret Santa example.

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

Algorithms Course - Graph Theory Tutorial from a Google Engineer

2 ratings

Explore graph algorithms through shortest paths, traversals, network flow, spanning trees, connectivity, and source-code implementations.

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