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Discrete Random Variable Course

Discrete Random Variable Course
from 4 to 360h flexible workload
certificate valid in your country

What will I learn?

Gain mastery over discrete random variables in this targeted course, progressing from data gathering and empirical pmfs to selecting, fitting, and validating Binomial, Poisson, and Negative Binomial models. Compute essential probabilities, analyse count data, evaluate model fit, measure uncertainty, and present practical insights to stakeholders with business-focused examples.

Elevify advantages

Develop skills

  • Model count data by fitting Binomial, Poisson, and Negative Binomial distributions efficiently.
  • Estimate parameters using MLE and method of moments on purchase data.
  • Construct empirical pmfs from samples, summarise counts, and visualise data.
  • Validate models with chi-square tests, rootograms, and overdispersion analysis.
  • Convert probabilities like churn risks into clear business strategies.

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
Great course. A lot of valuable information.
WiltonCivil Firefighter

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