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

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

Nanyang Technological University

Introduction to Complexity Science

24 ratings at Coursera

Explore complexity science with Nanyang Technological University's 5-week course. Learn about the interconnectedness of systems, resilience, robustness, and sustainability, and apply theories to real-world scenarios.

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

Introduction to Agent-Based Modeling

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
• On-Demand
• Free Online Course

Introduction to Complexity

About the Course: 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. Y…

• Complexity Explorer
• On-Demand
• Free Online Course

Agent-Based Models with Python: An Introduction to Mesa

About the Tutorial: This tutorial introduces Agent-Based Modeling with the python-based libraryMesa, throughthe seminalSugarscape with Traders model fromGrowing Artificial Societiesby Joshua M. EpsteinandRobert L. Axtell (1996). This model represents an…

• Complexity Explorer
• On-Demand
• Free Online Course

Maria del-Rio Chanona on Modeling Labor Markets & Tech Unemployment

Explore labor market changes and tech unemployment with R. Maria del-Rio Chanona from Santa Fe Institute. Understand how skillsets intersect with labor markets in less than an hour.

• YouTube
• 50 minutes
• On-Demand
• Free Online Course

Engineering Crypto-Economies Through the Lens of Complex Systems

Explore cryptoeconomics and blockchain incentives through complex systems modeling in this short seminar by the Santa Fe Institute. Includes a live DAO simulation demo.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

University of Groningen;  University of Warsaw;  HIIG

Understanding Human Behaviour: Introduction to Game Theory and Shared Resources

4 ratings at FutureLearn

Explore the issues humans face when sharing and cooperating, and use game theory, models, and simulations to identify solutions.

• FutureLearn
• 4 weeks, 3 hours a week
• On-Demand
• Free Online Course (Audit)

The National Centre for Research Methods

Agent Based Modeling

Learn agent-based modeling for social research with The National Centre for Research Methods. Expect 2-3 hours of material on data quality, model analysis, and more.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

Alan Turing Institute

Simulation - The Challenge for Data Science

Explore the intersection of simulation models and machine learning with this 1-2 hour program from the Alan Turing Institute. Learn to test policy proposals, understand counterfactual scenarios, and estimate parameters.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Association for Computing Machinery (ACM)

An Agent-Based Model to Evaluate Interventions on Online Dating Platforms to Decrease Racial Homogamy

Explore ACM's brief study on using agent-based models to reduce racial homogamy on dating platforms, including literature review, simulation, and results.

• YouTube
• 19 minutes
• On-Demand
• Conference Talk

media.ccc.de

The Social Credit System

Explore the Chinese Social Credit System with Antonia Hmaidi, a PhD candidate in East Asian Economics. This 1-2 hour study from media.ccc.de delves into the system's implementation, potential impacts, and manipulation risks.

• YouTube
• 1 hour 1 minute
• On-Demand
• Conference Talk

International Centre for Theoretical Sciences

Introduction to NetLogo by Bill Rand

Explore the dynamics of complex systems with a focus on social sciences and economics in this 2-month program by the International Centre for Theoretical Sciences. Learn computational methods like NetLogo, ABM, and GA.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

James Briggs

LangChain Agents Deep Dive with GPT 3.5 - LangChain

Explore the use of agents in enhancing Large Language Models (LLMs) with James Briggs. Learn their function, operation, and application within the LangChain library in under an hour.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course