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Poisson Distribution Course

Poisson Distribution Course
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

Gain practical skills in Poisson distribution for modelling event counts from timestamps. Master foundations, time windows, rate estimation, diagnostics, goodness-of-fit tests, and advanced models for overdispersion, zero inflation, bursts, with ready-to-use reporting templates for real-world data analysis.

Elevify advantages

Develop skills

  • Master Poisson modelling: build, compare, and interpret count models efficiently.
  • Design time windows: select aggregation periods with solid justification.
  • Estimate risks using Poisson: calculate event probabilities, spikes, and confidence intervals.
  • Perform goodness-of-fit tests: diagnose issues like overdispersion and improve models.
  • Use advanced models: implement zero-inflated, Hawkes, and negative binomial techniques.

Suggested summary

Before starting, you can change the chapters and the 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 I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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