Genetic Algorithms Courses

Graph Algorithms in Genome Sequencing

Learn how graphs are used to assemble millions of pieces of DNA into a contiguous genome and use these genomes to construct a Tree of Life.

• edX
• 3 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

String Processing and Pattern Matching Algorithms

Learn about pattern matching and string processing algorithms and how they apply to interesting applications.

• edX
• 4 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Learn Data Structures and Algorithms in Python

1014 ratings at Boot.dev

Master Python algorithms and Big-O complexity while building skills to write performant code, tackle technical interviews, and understand fundamental computer science concepts.

• Boot.dev
• 32 hours
• On-Demand
• Paid Course

Algorithms

5 reviews

Learn how to structure and use algorithms to solve real life problems.

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

Learn Data Structures and Algorithms 2 in Python

99 ratings at Boot.dev

Master advanced algorithms in Python, from Dijkstra's and A* Search to Dynamic Programming and Linear Programming. Enhance problem-solving skills and optimize code performance for complex computational challenges.

• Boot.dev
• 22 hours
• On-Demand
• Paid Course

Data Structures and Algorithms in Python

18 ratings at DataCamp

Explore data structures such as linked lists, stacks, queues, hash tables, and graphs; and search and sort algorithms!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Master Python data structures and algorithms, enhance problem-solving skills, and prepare for technical interviews with hands-on practice and mock interviews.

• Udacity
• 4 weeks
• On-Demand
• Paid Course

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
• On-Demand
• Free Online Course (Audit)

Analysis of Algorithms

6 reviews

Explore algorithms through calculus, generating functions, and symbolic methods. Analyze structures like permutations, trees, and strings. Gain quantitative insights into large combinatorial structures.

• Coursera
• 21 hours
• On-Demand
• Paid Course

Genetic Engineering - From DNA Structure to Protein Synthesis

2 reviews

Explore DNA structure, synthesis, transcription, and translation. Learn about genetic code, protein synthesis, and RNA interference as potential disease treatments.

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

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)

Algorithms on Strings

1090 ratings at Coursera

Explore key pattern matching concepts like tries, suffix trees, and Burrows-Wheeler transform. Learn efficient algorithms for text processing, genomic analysis, and information retrieval.

• Coursera
• 18 hours 49 minutes
• On-Demand
• Paid Course

Algorithms on Graphs

2272 ratings at Coursera

Explore graph algorithms for optimal routes, network design, and social network analysis. Learn traversal techniques, shortest paths, and minimum spanning trees with real-world applications.

• Coursera
• 2 days 6 hours 37 minutes
• On-Demand
• Paid Course

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 computing, and protocols for the quantum internet.

• edX
• 6 weeks, 6-8 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)