Genetic Algorithms Courses

IIT Kharagpur;  NPTEL

Fundamental Algorithms: Design and Analysis

Explore essential algorithms, data structures, and analysis techniques for computational problem-solving. Learn sorting, hashing, dynamic programming, and graph algorithms to enhance your programming skills.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

IIT Madras;  NPTEL

Quantum Algorithms and Cryptography

Explore quantum computing's impact on cryptography, from quantum algorithms to post-quantum cryptosystems. Learn about quantum key distribution and encryption techniques for the quantum era.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Algorithms in Computational Biology and Sequence Analysis

Master computational biology algorithms and data structures for analyzing genomic datasets, from sequence alignment to evolutionary tree construction, with hands-on programming using real biological data like SARS-CoV2.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IGNOU;  Chhattisgarh Swami Vivekanand Technical University

Genetic Engineering and Its Recent Advancements

Explore genetic engineering's role in drug discovery, environmental control, and crop enhancement. Learn key concepts, tools, and recent advancements in cloning, gene expression, and genome editing.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Data Structures & Algorithms Using C++

8 ratings at edX

Build efficient programs by learning how to implement data structures using algorithmic techniques and solve various computational problems using the C++ programming language.

• edX
• 8 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Optimization Algorithms: Theory and Software Implementation

Master optimization algorithms through hands-on Python implementation, covering line search, descent methods, Newton's techniques, and constrained optimization, with practical applications in machine learning and econometrics.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Kharagpur;  NPTEL

Selected Topics in Algorithms

Advanced algorithm design techniques for efficient problem-solving in computer science. Covers network flows, randomization, approximation algorithms, and parameterized algorithms for various applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Explore fundamental algorithms and data structures in Swift, covering asymptotic notation, recursion, nodes, linked lists, queues, stacks, and hash tables through interactive lessons and quizzes.

• Codecademy
• 5 hours
• On-Demand
• Free Trial Available

Explore Hamiltonian paths and cycles in Python, mastering advanced algorithms for computer graphics and genetics research. Implement powerful tools to solve complex problems efficiently.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Explore advanced string searching techniques in Python, including Rabin-Karp and Knuth-Morris-Pratt algorithms. Enhance coding skills and optimize string search efficiency.

• Codecademy
• 3 hours
• On-Demand
• Free Trial Available

Craniofacial and Oral Genetic Diseases

Explore craniofacial and oral genetic diseases through case studies, covering diagnosis, pathogenic mechanisms, and treatment strategies for 12 representative conditions affecting oral health.

• XuetangX
• On-Demand
• Free Online Course

Review and practice the skills technical interviewers expect you to know and learn how to explain your Swift solutions.

• Udacity
• 4 weeks
• On-Demand
• Free Online Course

Data Structures and Algorithms - Beau teaches JavaScript

Learn essential data structures and algorithms in JavaScript, from stacks and queues to trees and graphs, with practical implementations and clear explanations.

• freeCodeCamp
• 3-4 hours
• On-Demand
• Free Video

Android Programming Course - Kotlin, Jetpack Compose UI, Graph Data Structures & Algorithms

Create an Android app with Kotlin and Jetpack Compose UI. Learn about Graph data structures and algorithms by building a Sudoku app.

• freeCodeCamp
• 3-4 hours
• On-Demand
• Free Video

Understanding Sorting Algorithms

Learn some of the most popular sorting algorithms! You will learn selection sort, bubble sort, insertion sort, merge sort, and their order of complexities! This video uses C++ but the concepts apply to any programming language.

• freeCodeCamp
• 1-2 hours
• On-Demand
• Free Video