Agent-Based Modeling Courses and Certifications

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

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

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

Modeling Mortgage Prepayments and Valuing Mortgages

Explore mortgage prepayment modeling and valuation, including refinancing complexities, forecasting methods, and risk management strategies for investors and banks.

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

Nanyang Technological University

Introduction to Complexity Science

29 ratings at Coursera

Explore complexity science, its applications in society, and key concepts like resilience, robustness, and sustainability. Learn mathematical methods and practical applications in cities and health through Jupyter Notebook exercises.

• Coursera
• 16 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Complexity

Explore tools for understanding complex systems, including dynamics, chaos, fractals, and networks. Learn how complexity arises in nature, society, and technology through hands-on approaches.

• Complexity Explorer
• On-Demand
• Free Online Course

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

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

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