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Infectious Disease Modelling

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Mathematical modelling is increasingly being used to support public health decision-making in the control of infectious diseases. This specialisation aims to introduce some fundamental concepts of mathematical modelling with all modelling conducted in the programming language R - a widely used application today. The specialisation will suit you if you have a basic working knowledge of R, but would also like to learn the necessary basic coding skills to write simple mathematical models in this language. While no advanced mathematical skills are required, you should be familiar with ordinary differential equations, and how to interpret them. You'll receive clear instruction in the basic theory of infectious disease modelling alongside practical, hands-on experience of coding models in the programming language R.

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From Imperial College London via Coursera
Hours 60
Instructor Nimalan Arinaminpathy
Language English
Subjects Science Mathematics

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Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

Mathematical Researcher $46k

Co Editor, Mathematical Explorations $68k

Mathematical Statisticians $74k

Summer Quantitative Modelling Analyst $80k

Prof and Head, Mathematical Sciences $82k

MATHEMATICAL STATISTICIAN EAS $82k

Staff Mathematical Statistician Fellow $118k

Chair, Department of Mathematical and Statistical Sciences $120k

Senior Mathematical Statistician $123k

Assistant Life Actuary - Modelling $147k

Life Actuary - Modelling $157k

Vice Assistant President Life Actuary - Modelling $169k

Courses in this Specialization

Listed in the order in which they should be taken

Starts Course Information

Jul
3

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 ...

Coursera | Imperial College London

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Jul
3

Interventions and Calibration

This course covers approaches for modelling treatment of infectious disease, as well as for modelling vaccination. Building on the SIR model, you will learn how to incorporate...

Coursera | Imperial College London

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Jul
3

Building on the SIR Model

The other two courses in this specialisation require you to perform deterministic modelling - in other words, the epidemic outcome is predictable as all parameters are fully...

Coursera | Imperial College London

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Coursera

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Imperial College London

From Imperial College London via Coursera
Hours 60
Instructor Nimalan Arinaminpathy
Language English
Subjects Science Mathematics

Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

Mathematical Researcher $46k

Co Editor, Mathematical Explorations $68k

Mathematical Statisticians $74k

Summer Quantitative Modelling Analyst $80k

Prof and Head, Mathematical Sciences $82k

MATHEMATICAL STATISTICIAN EAS $82k

Staff Mathematical Statistician Fellow $118k

Chair, Department of Mathematical and Statistical Sciences $120k

Senior Mathematical Statistician $123k

Assistant Life Actuary - Modelling $147k

Life Actuary - Modelling $157k

Vice Assistant President Life Actuary - Modelling $169k

Similar Courses

Sorted by relevance