Genetic Algorithms Courses

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
• On-Demand
• Free Online Course (Audit)

Statistical Mechanics: Algorithms and Computations

264 ratings at Coursera

Explore modern physics through computer programs, gaining deep insights into classical and quantum mechanics via algorithmic approaches and hands-on coding exercises.

• Coursera
• 16 hours
• On-Demand
• Free Online Course (Audit)

Data Mining: Theories and Algorithms for Tackling Big Data | 数据挖掘：理论与算法

2 reviews

Unraveling the mysteries of Data Mining and Big Data, this course is a must-have for any budding Data Scientist. 最有趣的理论+最有用的算法=不得不学的数据科学。

• edX
• 14 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Approximation Algorithms and Linear Programming

35 ratings at Coursera

Explore linear and integer programming for optimal solutions in resource allocation, scheduling, and task assignment. Learn approximation algorithms for NP-hard problems with guaranteed performance bounds.

• Coursera
• 2 days 27 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Data Structures, RSA and Quantum Algorithms

18 ratings at Coursera

Explore number-theory cryptography, quantum algorithms, and advanced data structures. Learn RSA, Grover's search, Shor's algorithm, B-Trees, and Tries for practical applications in computer science.

• Coursera
• 1 day 20 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Algorithms for Searching, Sorting, and Indexing

386 ratings at Coursera

This course covers basics of algorithm design and analysis, as well as algorithms for sorting arrays, data structures such as priority queues, hash functions, and applications such as Bloom filters.

• Coursera
• 1 day 11 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Dynamic Programming, Greedy Algorithms

163 ratings at Coursera

Explore algorithm design techniques like divide-and-conquer, dynamic programming, and greedy algorithms. Learn about intractability and optimization problem-solving using linear/integer programming solvers.

• Coursera
• 1 day 13 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Digital Signal Processing 1: Basic Concepts and Algorithms

599 ratings at Coursera

Digital Signal Processing is the branch of engineering that, in the space of just a few decades, has enabled unprecedented levels of interpersonal communication and of on-demand entertainment.

• Coursera
• 1 day 4 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Design and Analysis of Algorithms

3 reviews

Comprehensive exploration of algorithm design and analysis, covering complexity, sorting, data structures, and optimization techniques for efficient problem-solving.

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

NPTEL;  Chennai Mathematical Institute

Programming, Data Structures and Algorithms Using Python

3 reviews

Learn Python programming fundamentals, data structures, and algorithms through hands-on examples and practical implementations. Covers core concepts, efficiency analysis, and advanced topics like recursion and object-oriented programming.

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

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
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Online Course (Audit)

算法设计与分析 Design and Analysis of Algorithms

53 ratings at Coursera

学习算法设计与分析的基础知识和通用技术,培养解决实际问题的能力。涵盖分治、动态规划、贪心等策略,通过典型案例讲解算法设计、分析和优化方法。

• Coursera
• 25 hours
• On-Demand
• Free Online Course (Audit)

Approximation Algorithms Part I

552 ratings at Coursera

Explore approximation algorithms for NP-hard problems using linear programming and randomized rounding techniques. Learn to design efficient solutions with provable guarantees for combinatorial optimization challenges.

• Coursera
• 1 day 9 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Genetic Models for Animal Breeding

10 ratings at edX

Understand the genetic and statistic principles that enable responsible animal breeding. Learn how to set up a breeding programme and apply genetic models and tools to predict the breeding value. Subscribe to this online course now.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)