Agent-Based Models Courses and Certifications

Computer Simulations

53 reviews

Explore complex social phenomena through computer simulations. Learn to create and analyze agent-based models, combining hypothetical scenarios with real-world data to study and improve societal systems.

• Coursera
• 12 hours 49 minutes
• On-Demand
• Paid Course

GERAD Research Center

Agent-Based Dynamic Models of Opinion Formation: Where Are We Now?

Explore dynamic models of opinion formation, focusing on continuous opinions at the microscopic level. Examine achievements in analysis and new challenges in dynamical systems, control theory, and AI.

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

Data Science Festival

Agent-Based Models 101 - Introduction to Micro-Decision Modeling for Business Applications

Discover agent-based models and their business applications through micro-level decisions that reveal macro population behaviors, with practical advertising simulation examples.

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

USC Information Sciences Institute

Learning Agent-Based Models from Data

Discover how to transform Agent-Based Models into probabilistic generative models to learn latent parameters and micro-level variables from data using maximum likelihood approaches.

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

Wolfram

Equivalent Recursive Systems for General Agent-Based Models

Discover how to formulate generalized agent-based models as nested recursive functions in this technical exploration of computational modeling approaches.

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

Modeling the Distributional Epidemic-Economic Effects of the Covid-19 Pandemic

Explore a data-driven Agent-Based Model simulating Covid-19's impact on industries, occupations, and income levels, revealing insights for effective and equitable interventions.

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

Modeling Energy & Environmental Behavior from Individual to Aggregate Levels

Explore decision-making processes in energy and climate change, from individual psychology to global models, emphasizing non-rational choices and social dynamics that can lead to rapid behavioral shifts.

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

Institute for Pure & Applied Mathematics (IPAM)

Mathematical Technology for Agent-Based Digital Twins

Explore mathematical challenges in constructing digital twins using agent-based models for disease processes, covering data assimilation, optimal control, and surrogate models.

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

The Julia Programming Language

Interpretable Hierarchical Calibration of Agent-Based Models

Explore scientific machine learning's fusion of traditional modeling and ML, focusing on neural network surrogates for agent-based models in epidemiology and automated hierarchical calibration.

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

Network Dynamics of Social Behavior

399 ratings at Coursera

Explore network dynamics shaping social behavior, from revolutions to cultural shifts. Learn how agent-based models and network theories explain collective behaviors, diffusion processes, and social change.

• Coursera
• 5 hours 25 minutes
• On-Demand
• Paid Course

Systems Science and Obesity

205 ratings at Coursera

Explore obesity through systems science, examining population-level factors, complex interactions, and modeling techniques to understand and address this public health challenge.

• Coursera
• 10 hours 58 minutes
• On-Demand
• Paid Course

Simulation and modeling of natural processes

413 ratings at Coursera

Explore modeling methods and simulation tools for natural phenomena, from fluid motion to population evolution. Learn to create programs solving simple problems using various methodologies.

• Coursera
• 23 hours 8 minutes
• On-Demand
• Paid Course

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

AI Agents: From Prompts to Multi-Agent Systems

143 ratings at Coursera

Master the transformative power of AI agents with Dr. Hilbert's course covering generative AI basics, prompt engineering, workflow creation, and multi-agent systems for real-world applications.

• Coursera
• 9 hours 18 minutes
• On-Demand
• Paid Course

Complexity Explorer

Agent-Based Models with Python - An Introduction to Mesa

Master agent-based modeling using Python's Mesa library through hands-on Sugarscape implementation, covering agent creation, movement, trading, and data collection techniques.

• YouTube
• 4 hours 45 minutes
• On-Demand
• Free Video