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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: R Programming
Status: Differential Equations
IntermediateCourse21 hours

Featured reviews

LL

5.0Reviewed 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.

MS

5.0Reviewed Aug 16, 2020

This is an excellent course. It covers a lot of material, but is very well organized. Gives a great introduction to infectious disease modeling that is intuitive and easy to follow.

BC

4.0Reviewed 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.

SW

5.0Reviewed Feb 27, 2021

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

XQ

5.0Reviewed May 23, 2020

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

MT

5.0Reviewed 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

JT

5.0Reviewed Jun 13, 2021

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

DK

5.0Reviewed 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.

HA

5.0Reviewed Sep 25, 2020

This course lived up exactly to my expectations and more. I love their attention to detail and the fact that you are actively engaged in the learning process.

KM

4.0Reviewed Dec 23, 2020

It might have been more prudent to allow the solutions to be looked at only after the student at least tries to answer the questions on their own and perhaps get some minimum percentage correct.

BT

5.0Reviewed Jan 14, 2023

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

BT

5.0Reviewed May 29, 2020

The instructors make the course really live. I have got the skills I was looking for and I am confident to go about doing mine!

All reviews

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Robert Goldberg-Alberts
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Reviewed Jan 6, 2021
Lawrence LaPointe
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Reviewed May 17, 2020
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