Algorithms Courses and Certifications

International Centre for Theoretical Sciences

Spectral Refutations and Their Applications to Algorithms and Complexity - Lecture 1

Explore spectral refutations and their algorithmic applications in computational complexity through advanced theoretical computer science methods.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Optimization problems and algorithms [2024]

1683 ratings at Udemy

Understand, Formulate & Tackle Optimization Problems Using Heuristic Algorithms in Matlab

• Udemy
• 8 hours 4 minutes
• Self-Paced
• Paid Course

Memorial University of Newfoundland

Data Structures and Algorithms

1 rating

Explore advanced data structures and algorithms, including sorting techniques, tree traversals, graph theory, and hash tables. Enhance problem-solving skills for efficient programming.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Neso Academy

Design and Analysis of Algorithms

1 rating

Master algorithmic principles, asymptotic analysis, and complexity evaluation through comprehensive coverage of Big O notation, recursive algorithms, and problem-solving techniques.

• YouTube
• 20 hours 25 minutes
• Self-Paced
• Free Video

Solving Algorithms for Discrete Optimization

44 ratings at Coursera

Explore advanced solving techniques for discrete optimization problems, enhancing modeling skills and solver selection. Learn constraint programming, mixed integer programming, and local search methods.

• Coursera
• 21 hours 52 minutes
• Self-Paced
• Paid Course

Easy Interview Coding Practice in Python

4 ratings

Master Python coding fundamentals through hands-on practice with string manipulation, list operations, math algorithms, and recursion - perfect for building interview confidence and problem-solving skills.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Python Summer HS Live Online

77 ratings at CreativeLive

Python Data Science & Machine Learning Live Online (High School & College)

• CreativeLive
• 45 hours
• 29th Jun, 2026
• Paid Course

Advanced Algorithms (Graph Algorithms) in Java

1354 ratings at Udemy

Breadth-First Search, Depth-First Search, Shortest Path, Arbitrage, Strongly Connected Components and Maximum Flow

• Udemy
• 12 hours 32 minutes
• Self-Paced
• Paid Course

I/O-efficient algorithms

60 ratings at Coursera

Explore I/O-efficient algorithms for processing large datasets, focusing on memory hierarchy optimization, cache-aware and cache-oblivious techniques, sorting methods, and specialized data structures.

• Coursera
• 9 hours 59 minutes
• Self-Paced
• Paid Course

École normale supérieure

Approximation Algorithms Part II

47 ratings at Coursera

Explore advanced approximation algorithms using linear programming duality and semidefinite programming for combinatorial optimization problems like Steiner forest, facility location, and maximum cut.

• Coursera
• 1 day 11 hours 30 minutes
• Self-Paced
• Paid Course

Approximation Algorithms

33 ratings at Coursera

Explore efficient approximation techniques for NP-hard problems, learning to design and analyze algorithms that find near-optimal solutions with provable performance guarantees.

• Coursera
• 14 hours 59 minutes
• Self-Paced
• Paid Course

Packt

Quantum Computing with Qiskit and Advanced Algorithms

26 ratings at Coursera

Master quantum computing fundamentals and advanced algorithms using Qiskit. Implement teleportation, Bernstein-Vazirani, Deutsch, Grover's, and Shor's algorithms on IBM quantum computers. Gain practical skills for real-world applications.

• Coursera
• 8 hours 57 minutes
• Self-Paced
• Paid Course

Geometric Algorithms

24 ratings at Coursera

Explore geometric algorithms for spatial data analysis in robotics, graphics, and GIS. Learn techniques for efficient problem-solving and algorithm design in computational geometry.

• Coursera
• 17 hours 48 minutes
• Self-Paced
• Paid Course

Fractal Analytics

Advanced Machine Learning Algorithms

12 ratings at Coursera

Explore advanced machine learning algorithms, from regularization to ensemble methods. Master feature engineering, hyperparameter tuning, and model selection for enhanced predictive accuracy and real-world applications.

• Coursera
• 20 hours 43 minutes
• Self-Paced
• Paid Course

Exploring Iterations and Loops in Python

Master Python loops and iteration techniques to automate tasks, control program flow, and build efficient algorithms using for loops, while loops, nested structures, and loop control statements.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate