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Discrete Random Variable Course

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

What will I learn?

Gain mastery 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. You'll 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 effectively by fitting Binomial, Poisson, and Negative Binomial distributions quickly and accurately.
  • Estimate model parameters using MLE and method of moments on actual purchase count datasets.
  • Construct empirical pmfs through smart sampling, count summarisation, and clear visualisation of discrete data.
  • Validate your models with chi-square tests, rootograms, and checks for overdispersion.
  • Convert probability outcomes like churn risks and zero-purchase probabilities into practical 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
Very great course. Lots of valuable information.
WiltonCivil Firefighter

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