Complexity Courses and Certifications

CodeHelp - by Babbar

Insertion Sort - Theory and Code - Best-Worst Case Complexity

Comprehensive tutorial on Insertion Sort algorithm, covering theory, implementation, complexity analysis, and practical examples. Ideal for understanding this fundamental sorting technique.

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

CodeHelp - by Babbar

Bubble Sort - Theory and Optimised Code - Best-Worst Case Complexity

Comprehensive guide to Bubble Sort algorithm: theory, implementation, optimization, and complexity analysis. Includes code examples and practical use cases.

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

CodeHelp - by Babbar

Time and Space Complexity - How to Avoid Time Limit Exceeded

Learn time and space complexity concepts to optimize code performance and avoid time limit exceeded errors. Includes practical examples and problem-solving techniques.

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

SciShow

Why We've Only Cured HIV Seven Times - Understanding the Complexity of HIV Treatment

Explore the complex scientific journey behind the seven successful HIV cures, understanding the challenges and limitations that prevent widespread implementation of these breakthrough treatments.

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

Ryan O'Donnell

Undergraduate Computational Complexity Theory

Explore fundamental computational complexity theory through 28 comprehensive lectures covering P vs NP, reductions, space complexity, and randomized algorithms from Carnegie Mellon.

• YouTube
• 1 day 13 hours 36 minutes
• On-Demand
• Free Video

Mastering Self-Leadership

2757 ratings at LinkedIn Learning

Learn how to lead yourself. Define who you are and what you stand for—so that you can operate as a leader in any role.

• LinkedIn Learning
• 26 minutes
• On-Demand
• Free Trial Available

Quantifying Generalization Complexity for Large Language Models

Explore SCYLLA, a framework that measures how well large language models generalize beyond training data by disentangling generalization from memorization across complexity levels, revealing insights about 28 popular LLMs.

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

Worldviews - From Sustainability to Regeneration

12 ratings at edX

Explore holistic approaches to address global challenges, shifting from sustainability to regeneration. Develop new worldviews and integrate scientific and design thinking for transformative action.

• edX
• 12 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Beyond Systems Thinking

Explore scientific and designerly approaches to complex challenges, focusing on systems thinking, transformative resilience, and systemic innovation for regenerative action.

• edX
• 6 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Transforming Development: The Science and Practice of Resilience Thinking

Explore how concepts from resilience may help us rethink and transform current development practice with Johan Rockström, Michele-Lee Moore and more than 30 instructors worldwide.

• edX
• 7 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Systems Thinking for Leaders

Enhance leadership decision-making through systems thinking models, theories, and approaches. Learn to analyze complex problems and transform organizational thinking for better outcomes.

• Study.com
• 4 hours 32 minutes
• On-Demand
• Paid Course

Tech with Tim

Big O Notation & Time Complexity Analysis Tutorial

1 review

Comprehensive tutorial on Big O Notation and Time Complexity Analysis, featuring in-depth explanations and practical examples ranging from easy to hard difficulty levels.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Knowledge, Prosperity and Economic Complexity - How Are They Connected?

Explore the intricate connections between knowledge, prosperity, and economic complexity, examining societal structures, inequality, and the role of distributed knowledge in shaping global economic landscapes.

• YouTube
• 1 hour 48 minutes
• On-Demand
• Free Video

Reading Ancient Minds: Metaphor, Culture, and Complexity

Explore how cognitive science and archaeology reveal the impact of conceptual metaphors on human societies, challenging traditional views on cultural influence throughout history.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Complexity: Life, Scale, and Civilization

Explore the nature of complexity across scales, from genes to civilizations, with leading thinkers discussing fundamental questions about the universe, life, and human existence.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video