Agent-Based Modeling Courses and Certifications

Discrete-Events and Agent-Based simulations with AnyLogic

224 ratings at Udemy

simulation modeling for beginners... learn AnyLogic from scratch

• Udemy
• 11 hours 22 minutes
• On-Demand
• Paid Course

Coursera

Building an Ecosystem model with Insight Maker

207 ratings at Coursera

Create a simulation of interrelated species populations using Insight Maker, a web-based tool for System Dynamics modeling. Learn to build custom models and analyze ecosystem dynamics.

• Coursera
• 1 hour 45 minutes
• On-Demand
• Paid Course

Coursera

Mycelium Growth with NetLogo Web

57 ratings at Coursera

Explore mycelium growth patterns through agent-based modeling using NetLogo Web. Learn Logo programming basics and create a simulation of fungal networks in soil.

• Coursera
• 1 hour 45 minutes
• On-Demand
• Paid Course

Nanyang Technological University

Introduction to Complexity Science

33 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 29 minutes
• On-Demand
• Paid 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

Hands-On Generative AI with Multi-Agent LangChain: Building Real-World Applications

53 ratings at LinkedIn Learning

Get a comprehensive overview of how to build and run dynamic, interactive multiagent simulations using LangChain, the popular AI-powered framework.

• LinkedIn Learning
• 41 minutes
• On-Demand
• Free Trial Available

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

Unity

ML-Agents: Hummingbirds

Discover how to create intelligent flying hummingbirds using Unity ML-Agents reinforcement learning to navigate complex 3D environments and compete in mini-games.

• Unity Learn
• 8 hours
• On-Demand
• Free Certificate

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

Complexity Explorer

Fundamentals of NetLogo

Master agent-based modeling with NetLogo through hands-on tutorials covering fire models, Schelling's tipping model, and economic simulations to build complex systems understanding.

• YouTube
• 2 hours 14 minutes
• On-Demand
• Free Video

Synthetic Data Sets for the Financial Industry

1 review

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

James Briggs

LangChain Agents Deep Dive with GPT 3.5 - LangChain

Explore LangChain agents to enhance LLMs with tools for logic, calculation, and search. Learn implementation, customization, and various agent types to superpower your AI applications.

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

media.ccc.de

The Social Credit System

Analyse des systèmes de crédit social chinois, leurs implémentations et impacts potentiels sur la société et l'économie, à travers une modélisation par agents et une perspective technique nuancée.

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

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