Genetic Algorithms Courses

Institute for Advanced Study

Breaking the n‾√ Barrier - New Parallel Algorithms for Finding a Matroid Basis

Discover groundbreaking parallel algorithms that break the 40-year-old n‾√ barrier for finding matroid bases, achieving O(n3/7) rounds with novel decomposition techniques.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

IIT Madras;  NPTEL

BioInformatics: Algorithms and Applications

Explore bioinformatics algorithms for DNA/protein analysis, structural prediction, and drug design. Develop skills in database management, sequence alignment, and computational techniques for biological data interpretation.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

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
• Self-Paced
• Free Online Course

NPTEL;  IIT Madras

Introduction to Quantum Computing: Quantum Algorithms and Qiskit

Explore quantum computing fundamentals, algorithms, and Qiskit with hands-on sessions. Learn superposition, entanglement, quantum circuits, and error correction, gaining practical skills for this emerging technology.

• Swayam
• 4 weeks
• Self-Paced
• Free Online Course

NPTEL;  IIT Bombay

Design and Analysis of Algorithms

Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.

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

NPTEL;  IIT Kanpur

Computer Algorithms - 2

The course discusses efficient algorithms from a large number of domains. This course assumes the knowledge of data structures, the knowledge big-O notation and the concept of time and space complexity of an algorithm.

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

NPTEL;  IIT Kharagpur

Fundamental Algorithms - Design and Analysis

This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.

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

Algorithms: Sorting and Searching Course (How To)

119-minute Computer Science course: This course will look at algorithms in two categories: sorting and searching. We'll implement well-known sortin...

• Treehouse
• 1 hour 59 minutes
• Self-Paced
• Free Trial Available

Introduction to Algorithms Course (How To)

134-minute Computer Science course: Algorithms are a fundamental topic in computer science, power many of the largest companies today and are used...

• Treehouse
• 2 hours 14 minutes
• Self-Paced
• Free Trial Available

CppNuts

Array Interview Questions - Data Structures and Algorithms Practice

Master essential array algorithms and data structures through 15 challenging interview problems, from reversing arrays to finding subarrays with given sums.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Tensor Networks: Mathematical Structures and Novel Algorithms

Explore advanced mathematical structures and cutting-edge algorithms in tensor networks through expert presentations on quantum lattice models, phase transitions, and many-body systems.

• YouTube
• 1 day 7 hours 7 minutes
• Self-Paced
• Free Video

Broad Institute

Genomics2Proteins Portal - Linking Genetic Screening to Protein Structure and Function

Explore the Genomics2Proteins portal to visualize genetic variations, protein features, and functional data on protein structures for genomic research.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

UofU Data Science

Advanced Algorithms (Fall 2019)

Master sophisticated algorithmic techniques and computational problem-solving strategies through comprehensive university-level lectures covering advanced topics in algorithm design and analysis.

• YouTube
• 1 day 10 hours 46 minutes
• Self-Paced
• Free Video

UofU Data Science

Advanced Algorithms - Fall 2016

Master sophisticated algorithmic techniques and data structures through comprehensive university-level lectures covering advanced computational problem-solving methods.

• YouTube
• 1 day 5 hours 55 minutes
• Self-Paced
• Free Video

UofU Data Science

Advanced Algorithms - Fall 2015

Master sophisticated algorithmic techniques and computational complexity through comprehensive university-level lectures covering advanced data structures and optimization methods.

• YouTube
• 1 day 3 hours 59 minutes
• Self-Paced
• Free Video