Agent-Based Modeling Courses and Certifications

Santa Fe Institute

Agent-Based Models with Python: An Introduction to Mesa

Learn to create agent-based models using Python and Mesa, exploring complex systems through the Sugarscape with Traders model. Gain hands-on experience with Google Colab and advanced modeling techniques.

• Complexity Explorer
• On-Demand
• Free Online Course

Alan Turing Institute

Simulation - The Challenge for Data Science

Exploring the fusion of simulation models and machine learning for policy analysis, addressing challenges in parameter estimation and initialization for complex systems forecasting.

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

Complexity Explorer

Data Collector Model in Agent-Based Modeling with Mesa - Session 18

Learn to implement a Data Collector Model in Mesa, enhancing your agent-based modeling skills with Python and improving data analysis capabilities.

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

Complexity Explorer

Initialize Traders in Agent-Based Models with Python - Session 7

Learn to initialize traders in agent-based models using Mesa, a Python library for complex systems simulation and analysis.

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

CY Advanced Studies

Doing Good Science with Videogames

Explore multidisciplinary problems through interactive simulations, from voter models to cancer stem cell research. Gain hands-on experience with NetLogo to investigate complex systems and emergent properties.

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

ICTP-SAIFR

Multi-agent Models in Complex Networks - Class 4

Explore multi-agent models in complex networks, focusing on applications to socio-economic complexity and nonlinear systems.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Inequality in an Agent-Based Model of Capitalism

Explore an agent-based model examining inequality within capitalist systems through complex physics and interdisciplinary analysis.

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

PyCon Israel

The Secret Agents of Modeling - Understanding Agent-Based Modeling with Python

Discover how Agent-Based Modeling breaks down complex systems into manageable components, enabling efficient experimentation and hypothesis testing using Python's Mesa package, with practical applications in finance and social systems.

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

Santa Fe Institute

Introduction to Agent-Based Modeling

Learn to create and analyze agent-based models for complex systems across various fields. Explore NetLogo programming, model building techniques, and applications in economics, biology, and social sciences.

• Complexity Explorer
• Finished
• Free Online Course

Santa Fe Institute

Introduction to Agent-Based Modeling (Summer 2023)

About the Course: This course will explore how to use agent-based modeling to understand and examine a widely diverse and disparate set of complex problems. During the course, we will explore why agent-based modeling is a powerful new way to understand…

• Complexity Explorer
• Finished
• Free Online Course

Santa Fe Institute

Introduction to Agent-Based Modeling (Summer 2022)

About the Course: This course will explore how to use agent-based modeling to understand and examine a widely diverse and disparate set of complex problems. During the course, we will explore why agent-based modeling is a powerful new way to understand…

• Complexity Explorer
• Finished
• Paid Course

Santa Fe Institute

Introduction to Complexity

145 reviews

In this course you'll learn about the tools used by scientists to understand complex systems. The topics you'll learn about include dynamics, chaos, fractals, information theory, self-organization, agent-based modeling, and networks.

• Complexity Explorer
• 10 weeks, 3-6 hours a week
• On-Demand
• Free Online Course

• Best of All Time

Santa Fe Institute

Fundamentals of NetLogo

8 reviews

This tutorial will present you with the basics of how to use NetLogo to create an agent-based modeling.

• Complexity Explorer
• 1 hour
• On-Demand
• Free Online Course

Economic Crises and Recovery Strategies - The Malcolm Wiener Lecture by Jean-Claude Trichet

1 review

Jean-Claude Trichet analyzes economic recessions, focusing on Europe, and discusses unconventional strategies to address crises. He emphasizes the complexity of global economic patterns and the potential for stronger economies post-crisis.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Synthetic Data Sets for the Financial Industry

Explore IBM's Synthetic Data Sets for financial industry, focusing on fraud detection through agent-based virtual world design rather than LLMs, with insights on advantages and implementation challenges.

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