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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.

状态:Differential Equations
状态:Mathematical Modeling
中级课程小时

精选评论

LL

5.0评论日期: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.

BC

4.0评论日期: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.

MS

5.0评论日期: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.

HM

5.0评论日期:Jun 9, 2022

G​reat course if you want to start learning about the epidemiology of infectious diseases and how to code SIR models in R. Good job!!!

SW

5.0评论日期:Feb 27, 2021

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

XQ

5.0评论日期:May 23, 2020

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

HA

5.0评论日期: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.

CM

5.0评论日期:Jul 21, 2022

I have learnt so much! Everything was very well explained .I am extremely grateful for everyone who put this course together.

NA

5.0评论日期:Jul 15, 2020

One of the best courses I have taken in Coursera! Would be better if you have a good working knowledge of R.Instructors are really good.

JT

5.0评论日期:Jun 13, 2021

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

TM

5.0评论日期:Oct 24, 2024

The topic is very interesting and the exercises are good for fixing the knowledge. Difficulty is on point: not easy as to lose focus, but not too hard as to make us want to drop from it. 5/5!

BT

5.0评论日期:Jan 14, 2023

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

所有审阅

显示:20/89

Robert Goldberg-Alberts
5.0
评论日期:Jan 6, 2021
Lawrence LaPointe
5.0
评论日期:May 23, 2020
Eva Sanchez Guerrero
5.0
评论日期:Jun 1, 2020
Steven Senior
5.0
评论日期:May 17, 2020
Leila Uwais
5.0
评论日期:Dec 18, 2021
Debasish Kundu
5.0
评论日期:Jun 22, 2020
Joseph Jimenez
5.0
评论日期:Jun 7, 2020
NAJMA ASHRAF
5.0
评论日期:Jul 16, 2020
Xie Qh
5.0
评论日期:May 24, 2020
Sushma Dahal
5.0
评论日期:Jun 7, 2020
Saiful Safuan Md Sani
4.0
评论日期:Jun 5, 2020
DHARMENDRA CHANDRAPRAKASH KOTHARI
5.0
评论日期:Jun 18, 2020
asif khan
5.0
评论日期:Jul 30, 2020
Samuel Moczygemba
5.0
评论日期:Jun 23, 2020
DHARMENDRA CHANDRAPRAKASH KOTHARI
5.0
评论日期:Aug 24, 2020
MuSuppasit
5.0
评论日期:Aug 3, 2021
R T
5.0
评论日期:May 12, 2021
shalaikamunashe Chikuni
5.0
评论日期:Aug 5, 2023
DUTUZE Marie Fausta
5.0
评论日期:Jun 21, 2021
Thiago Teixeira Mendonça
5.0
评论日期:Oct 24, 2024