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Imperial College London

Developing the SIR Model

Compartmental modelling is a cornerstone of mathematical modelling of infectious diseases and this course will introduce some of the basic concepts in building compartmental models, including how to interpret and represent rates, durations and proportions. You'll learn to place the mathematics to one side and concentrate on gaining intuition into the behaviour of a simple epidemic, and be introduced to further basic concepts of infectious disease epidemiology, such as the basic reproduction number (R0) and its implications for infectious disease dynamics. To express the mathematical underpinnings of the basic drivers that you study, you'll use the simple SIR model, which, in turn, will help you examine different scenarios for reproduction numbers. Susceptibility to infection is the fuel for an infectious disease, so understanding the dynamics of susceptibility can offer important insights into epidemic dynamics, as well as priorities for control.

Status: Differential Equations
Status: Infection Control
IntermediateCourse21 hours

Featured reviews

Reviewed May 27, 2020

This is the first coursera course I have done, excellent materials and clear explanations from the lecturers. I can't wait to have a look at the next part of the course!

Reviewed May 23, 2020

Interesting, easy to follow, and understand. I highly recommend to those interested in epidemiology and mathematically modeling.

Reviewed Mar 1, 2023

I am thankful to Imperial College London for allowing me to learn infectious Disease Modeling.

Reviewed Nov 14, 2022

Simply it is a very informative and well-organized course! One of the best courses that I ever attended online.

Reviewed Oct 24, 2021

The coding exercises were very worthwhile. I felt the videos were too short, and the readings should have been textbook chapters that focused on fundamentals.

Reviewed Jun 6, 2020

THis course introduces us to the very basics of epidemiological modeling but builds a solid foundation from which to build models in the real world

Reviewed Jun 13, 2021

I​t is very conceptual and makes us confident in making complex models with various competing hazards in the SIR framework.

Reviewed Jan 14, 2023

Fundamental towards understanding the infectious disease epidemiology and practical application of mathematical models

Reviewed Feb 27, 2021

Achievable targets, constant feedback, great balance between exercises, video, reading make this course truly rewarding and engaging. Thanks!

Reviewed May 22, 2020

Excellent primer for SIR models. I had no background in this field but enjoyed the course. A good working knowledge of R will be helpfpul.

Reviewed Aug 31, 2020

Nice course, good balance of videos and independent work. I have a question! What coding language is used in the etivities? Please help - no replies on the forums sadly! Thanks

Reviewed Jun 22, 2020

A very good course. The right balance between epidemiology knowledge and developer skills. Video lessons were short and lucid. R orientation and notebooks were great.

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