Exact Sciences Course
This course equips learners with practical skills to build, analyze, and apply SIR epidemic models using real data, focusing on simulations, uncertainty quantification, and policy-relevant insights.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Exact Sciences Course provides a quick, hands-on way to construct and apply SIR epidemic models effectively. You will work out the main equations, examine stable points, calculate R0, and investigate critical levels and peak times. Gain skills in estimating parameters using actual data, conducting reliable numerical simulations, measuring uncertainty, and converting model results into straightforward, useful measures for resources and policies to aid decision-makers.
Elevify advantages
Develop skills
- Build SIR models: derive, scale, and interpret deterministic epidemic dynamics.
- Compute R0 and peaks: analyze thresholds, sensitivity, and final epidemic size.
- Run fast simulations: implement stable ODE solvers and extract key time metrics.
- Quantify uncertainty: estimate parameters, bootstrap ranges, and test scenarios.
- Plan healthcare demand: link SIR outputs to beds, resources, and control strategies.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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