Complex Systems Courses and Certifications

Tokens and Complex Systems - Part 1

Explore complex systems, tokenized ecosystems, and AI DAOs. Learn how blockchains function as life forms and democratize AI access. Discover evolutionary algorithms in token design and agent-based systems for simulation.

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

Modeling Computer Networks from Chips to the Internet

Explore network modeling strategies for the Internet, from chip-level communication to global-scale simulations, examining scaling laws, biological concepts, and socio-economic factors shaping its future.

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

Early Warning Signals for Dynamics on Networks

Explore early warning signals for network dynamics, uncovering predictive indicators and their applications in complex systems analysis.

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

Many More is Different - Scalable Learning in Physical Systems

Exploring how large-scale systems exhibit unique properties, focusing on scalable learning approaches inspired by physics and implemented in energy-efficient physical systems.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Fluctuations in Complex Network-coupled Oscillators

Explore the dynamics of network-coupled oscillators, examining fluctuations and their impact on complex systems behavior and stability.

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

Trustworthy Network Science - Measuring Instability and Reliability in Data Algorithms

Explore network science methodologies, focusing on measuring instability, data algorithms, embedding methods, and reliability metrics for robust analysis and insights.

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

Practical Questions and Unexpected Answers in Network Synchronization - Optimization and Control

Explore network synchronization optimization and control, covering cardiac pacemakers, E. coli cell cycles, and Kuramoto oscillators. Discover strategies for optimal network structures and frequency-synchronized states.

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

Heterogeneity and Temporal Balance in Complex Systems

Explore dynamics, heterogeneity, and complexity in systems through Random Boolean Networks, examining effects on stability, antifragility, and functional diversity.

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

Community Detection and Data Topology in Network Science

Exploring network science and mathematical approaches to uncover hidden structures in complex data. Discusses community detection, data topology, and applications in social networks and opinion dynamics.

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

Balance, Criticality, and Antifragility in Complex Systems

Explore complex systems thinking and its philosophical implications with Carlos Gershenson. Delve into balance, criticality, antifragility, and the intersections between Eastern and Western philosophical traditions and modern scientific concepts.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Free of Scale - Structural Balance

Explore the concept of structural balance in complex systems and its implications for understanding social networks, organizational dynamics, and decision-making processes.

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

On Composition and Complexity

Explore the intricate relationship between composition and complexity, delving into how elements combine to create emergent properties and complex systems across various disciplines.

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

Criticality - A Balance Between Robustness and Adaptability

Explore the concept of criticality and its role in balancing robustness and adaptability in complex systems, offering insights into system behavior and optimization.

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

Designing Active Matter in Space-time

Explore the cutting-edge field of active matter design across space and time, delving into innovative concepts and their potential applications in various scientific domains.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Quantifying Failure - Understanding Patterns and Predictors of Setbacks

Explore the science of failure and its quantification with Dashun Wang. Gain insights into measuring, understanding, and leveraging setbacks for future success in various fields.

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