Complex Systems Courses and Certifications

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

A Network Science Approach to Human Interactions Across Physical and Digital Spaces

Explore how network science reveals patterns in human behavior across both physical environments and digital platforms through interdisciplinary analysis.

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

Valence Labs

Modeling Complex System Dynamics with Flow Matching Across Time and Conditions

Discover Multi-Marginal Flow Matching for modeling complex system dynamics across time and experimental conditions, with applications in gene regulation and single-cell genomics data imputation.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

APS Physics

Emergence and Self-Organization in Biological Systems

Discover how biological systems create order and structure far from thermal equilibrium through self-organization and pattern formation principles.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Workshop on Topology - Identifying Order in Complex Systems

Explore advanced topological methods for analyzing complex systems, from DNA recombination to protein folding, using persistent homology and geometric approaches.

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

International Centre for Theoretical Sciences

Statistical Physics of Complex Systems - 2022

Explore advanced statistical physics concepts through expert lectures on integrable systems, phase transitions, thermodynamic uncertainty relations, and active matter dynamics.

• YouTube
• 1 day 3 hours 55 minutes
• Self-Paced
• Free Video

Introduction to Renormalization

12 ratings

This tutorial provides a modern introduction to renormalization from a complex systems point of view.

• Complexity Explorer
• 1 hour
• Self-Paced
• Free Certificate

Salud desde las ciencias de la complejidad

Descubre la salud como fenómeno complejo emergente de interacciones físicas, mentales, sociales y ambientales, aplicando teoría de sistemas complejos al análisis integral de salud.

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

Career Certificate

Certificate Course in Strategic Project Management

1 rating at Simplilearn

Master strategic project management with AI-driven leadership skills, advanced risk assessment, and governance frameworks from IIT Bombay faculty over 5 months.

• Simplilearn
• 5 months
• Self-Paced
• Paid Course

Complex Adaptive Systems and the Depopulation of Mesa Verde

Explore how complex adaptive systems reveal factors behind Mesa Verde's depopulation, including resource overuse, high population density, and environmental vulnerabilities in the face of prolonged droughts.

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

Complex Systems and the Brain: From Networks to Dynamics and Function

Explore complex systems in neuroscience, from network analysis to brain dynamics. Learn about connectomics, brain mapping techniques, and models of functional connectivity across various species.

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

Big Data, Global Development, and Complex Systems

Explore how big data from everyday technologies can reveal human behavior patterns and societal trends, with applications in global development, health, and socioeconomic analysis.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

A Complex Systems Lens on Climate Policy

Exploring climate policy through complex systems, this talk offers innovative solutions to seemingly intractable environmental challenges, highlighting potential for rapid, transformative change in energy, transportation, and consumption.

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

A Statistical Physicist Looks at Some Complex Systems

Explore complex systems through statistical physics, examining random walks, lead changes in sports, and data analysis techniques for understanding dynamic processes.

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

Can We Truly Understand by Counting? Understanding Complex Physical Systems Through Mathematics

Explore how counting methods illuminate complex physical systems and their limitations in understanding our world, presented by Fields Medal winner Hugo Duminil-Copin.

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

GOTO Conferences

Build Abstractions Not Illusions - Creating Effective Platforms for Complex Systems

Explore the distinction between useful abstractions and dangerous illusions in complex distributed systems. Learn to create effective platforms that enhance productivity without compromising understanding.

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