Simulating Viral Pandemics in Python

3.8
estrellas
22 calificaciones
ofrecido por
Coursera Project Network
En este proyecto guiado, tú:

Learn basics of the SIR model

Implement an agent-based implementation of the SIR model in Python with visualization

Add realistic data and implement simulated mitigation procedures to simulation

Clock2 hours
IntermediateIntermedio
CloudNo se necesita descarga
VideoVideo de pantalla dividida
Comment DotsInglés (English)
LaptopSolo escritorio

In this 1-hour long project-based course, you will learn basic principles of agent-based SIR models and how one can be implemented in Python. Together, we will explore basic Python implementations of SIR differential equations and agent-based modeling from scratch. This will be accomplished using Matplotlib and Numpy. I encourage learners to experiment. What other variables can be added? Can our variables be represented better? What limitations do we come across? The learner is highly encouraged to experiment beyond the scope of the course. After you finish the course, you will have the basic knowledge of building a mathematical simulation to model the transmission of a pandemic contagion. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Habilidades que desarrollarás

Artificial Intelligence In HealthcareSimulationHealth InformaticsPredictive AnalyticsAgent-Based Model

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

  1.  Learn about the SIR Model

  2. Build the Basic Structure of our SIR Model

  3. Run your First Basic SIR Model Simulation

  4. Simulate Mitigation Policies and Asymptomatic Populations

  5. Add Real-World Data

Cómo funcionan los proyectos guiados

Tu espacio de trabajo es un escritorio virtual directamente en tu navegador, no requiere descarga.

En un video de pantalla dividida, tu instructor te guía paso a paso

Reseñas

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