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Discrete Random Variable Course

Discrete Random Variable Course
4 to 360 hours of flexible workload
certificate valid in your country

What Will I Learn?

Gain expertise in discrete random variables through this targeted course, progressing from data gathering and empirical pmfs to selecting, fitting, and validating Binomial, Poisson, and Negative Binomial models. Acquire skills to calculate essential probabilities, analyse count data, evaluate model fit, measure uncertainty, and effectively 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 and accurately.
  • Estimate parameters using MLE and method of moments on actual purchase count datasets.
  • Construct empirical pmfs by planning samples, tallying counts, and visualising discrete distributions.
  • Validate models with chi-square tests, rootograms, and checks for overdispersion.
  • Convert probabilities into business decisions, such as addressing churn risks and zero-purchase probabilities.

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. Lots of valuable information.
WiltonCivil Firefighter

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