Genetic Algorithms Courses

NPTEL;  IIT Madras

Programming, Data Structures and Algorithms

2 reviews

Comprehensive exploration of programming fundamentals, data structures, and algorithms, covering key concepts and techniques for efficient problem-solving and software development.

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

NPTEL;  IIT Madras

Bioinformatics- Algorithms and Applications

2 reviews

In this course, we aim to give a walkthrough of the major aspects of bioinformatics such as the development of databases, computationally derived hypothesis, algorithms, and computer-aided drug design.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Video

Great Learning

Data Structures and Algorithms in C

2 reviews

This video teaches Data Structures & Algorithms in C and its key functions and concepts with a variety of demonstrations and examples to help you get started on the right foot.

• YouTube
• 9 hours 49 minutes
• On-Demand
• Free Video

Chennai Mathematical Institute;  NPTEL

Design and analysis of algorithms

2 reviews

This course will cover basic concepts in the design and analysis of algorithms.

• Swayam
• 8 weeks, 2-3 hours a week
• On-Demand
• Free Online Course

Earth and Space Sciences X

Environmental Science - Biotechnology and Genetic Modification of Food

2 reviews

Explore biotechnology's impact on ecosystems and GMOs, examining genetic engineering, its applications, and the ongoing public debate surrounding genetically modified foods.

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

Engineering Genetic Circuits: Modeling and Analysis

Learn to model, simulate, and analyze genetic circuits using SBML, ODEs, and stochastic methods. Explore advanced algorithms and apply computational analysis for optimal genetic circuit design.

• Coursera
• 1 day 41 minutes
• On-Demand
• Free Online Course (Audit)

Engineering Genetic Circuits: Design

18 ratings at Coursera

Explore genetic circuit design, from basic biology to advanced techniques. Learn about genetic parts, devices, construction methods, and design principles for engineering biological systems.

• Coursera
• 19 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Unsupervised Algorithms in Machine Learning

18 ratings at Coursera

Explore unsupervised machine learning techniques for dimensionality reduction, clustering, and latent feature discovery. Apply these methods to real-world scenarios like recommender systems using Python.

• Coursera
• 1 day 14 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Engineering Genetic Circuits: Abstraction Methods

Learn techniques for simplifying and analyzing genetic circuit models, including reaction-based abstraction, piecewise approximations, Markov chains, state-based abstraction, and stochastic model checking.

• Coursera
• 17 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

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

7 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)

Packet Switching Networks and Algorithms

438 ratings at Coursera

Explore packet switching networks, routing algorithms, and traffic management techniques for efficient data transmission and network optimization.

• Coursera
• 17 hours 46 minutes
• On-Demand
• Free Online Course (Audit)

Algorithms, Data Collection, and Starting to Code

372 ratings at Coursera

Explore computational thinking, algorithms, and data collection while learning to write your first C programs. Develop problem-solving skills and implement STEM computations without prior coding experience.

• Coursera
• 15 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Genetic Epidemiology Foundations

44 ratings at Coursera

Explore genetic epidemiology foundations, from historical perspectives to modern analysis techniques. Learn population genetics, quality control, and association studies for complex traits.

• Coursera
• 16 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

Optimization: principles and algorithms - Linear optimization

Introduction to linear optimization, duality and the simplex algorithm.

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

Optimization: principles and algorithms - Unconstrained nonlinear optimization

Introduction to unconstrained nonlinear optimization, Newton’s algorithms and descent methods.

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