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Markov Chain Course

Markov Chain Course
from 4 to 360h flexible workload
valid certificate in your country

What will I learn?

This course provides a practical guide to using Markov chains for analysing weekly user engagement data. You will learn data cleaning and exploration techniques, transition matrix estimation, analysis of short-term and long-term patterns, and calculation of stationary distributions. Additionally, you will master assumption testing, intervention modelling, scenario comparisons, and creation of reproducible reports featuring actionable insights with uncertainty quantification.

Elevify advantages

Develop skills

  • Markov chain modelling: quickly build, estimate, and validate discrete-time chains.
  • Transition matrix analysis: calculate powers, n-step transitions, and passage times.
  • Stationary distribution computation: find and explain long-term equilibrium states.
  • Intervention simulation: test policy impacts and compare options using key metrics.
  • Reproducible reports: produce stakeholder-friendly documents with solid insights.

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.
Workload: between 4 and 360 hours

What our students say

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EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company where I work.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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