Complexity Theory Courses and Certifications

Coursera

Optimize and Benchmark AI Algorithms for Speed

Master AI algorithm benchmarking—analyze complexity, design fair benchmarks, interpret latency, throughput, and memory metrics, and identify bottlenecks for efficient, scalable real-world AI systems.

• Coursera
• 2 hours 3 minutes
• Self-Paced
• Paid Course

Supply Chain Dynamics

Master supply chain dynamics by analyzing complexity, building System Dynamics models, assessing global risks, and designing strategies that balance efficiency, flexibility, and resilience.

• MITx Online
• Self-Paced
• Free Online Course

Introduction to CS and Programming using Python

Learn Python programming fundamentals, problem-solving techniques, and computational thinking. Develop coding skills through hands-on exercises and projects, suitable for beginners across all majors.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Complete Algorithms Complexity and Big O Notation Course

938 ratings at Udemy

Master algorithm complexity evaluation and Big O notation through practical examples, including solutions to FAANG interview questions and recursive algorithms analysis.

• Udemy
• 1 hour 57 minutes
• Self-Paced
• Paid Course

Foundations of Computer Science: Theory and Practice

767 ratings at Udemy

Learn the fundamental topics of Computer Science and practice them for full mastery

• Udemy
• 4 hours 31 minutes
• Self-Paced
• Free Online Course

Dr Trefor Bazett

Kolmogorov Complexity and Random Numbers - Understanding Pi Through Computational Theory

Explore Kolmogorov Complexity and its connection to randomness through an engaging mathematical journey that proves the infinity of prime numbers using computational concepts.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

The Design and Analysis of Algorithm Masterclass

661 ratings at Udemy

Algorithm & Data Structures will help you to Crack Coding Interviews (C/C++Java/Python) Learn Algorithm Data Structures

• Udemy
• 12 hours 33 minutes
• Self-Paced
• Paid Course

Centre de recherches mathématiques - CRM

Multiplayer Parallel Repetition for Three-Player Games on Binary Inputs

Explorez la répétition parallèle dans les jeux multijoueurs, en mettant l'accent sur les jeux à trois joueurs avec entrées binaires. Découvrez les dernières avancées et techniques d'analyse.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

San Diego State University

Data Structures

Comprehensive exploration of data structures, algorithms, and complexity, covering linked lists, hashes, trees, heaps, sorting techniques, and advanced topics like AVL and Red-Black trees.

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

Mastering systems thinking in practice

33 ratings at OpenLearn

This free course, Mastering systems thinking in practice, provides a primer for someone wanting to take the postgraduate qualifications in Systems Thinking in Practice. It will help you develop new...

• OpenLearn
• 24 hours
• Self-Paced
• Free Certificate

Exploring Virginia Woolf’s Between the Acts

7 ratings at OpenLearn

This free course introduces Virginia Woolf’s last novel, Between the Acts (1941), with the aim of understanding how she writes about time, memory, and ideas about identity. It also considers why ...

• OpenLearn
• 6 hours
• Self-Paced
• Free Certificate

Learn Basics of Data Structures & Algorithms in C++

355 ratings at Udemy

Covers Types & Search Algorithms with implementation in C++ & Analysis of Complexity with Interview Based Questions

• Udemy
• 3 hours 49 minutes
• Self-Paced
• Paid Course

Stanford Lecture - Don Knuth - "A Conjecture That Had To Be True"

Donald Knuth explores a fascinating problem in combinatorial geometry, presenting an intriguing formula and its unexpected universal application, showcasing the beauty of mathematical discovery.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

The Analysis of Algorithms - 2015 Recreation of 1969 Lecture

Explore the foundations of algorithm analysis with legendary computer scientist Donald Knuth as he recreates his inaugural Stanford lecture from 1969.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Time and space complexity analysis (big-O notation)

233 ratings at Udemy

Learn how to analyze the time complexity and the space complexity of an algorithm by using the big O notation

• Udemy
• 7 hours 35 minutes
• Self-Paced
• Paid Course