Discrete Random Variable Course
This course equips you to handle discrete random variables for everyday count data analysis. You will learn to construct, fit, and verify Binomial, Poisson, and Negative Binomial models, assess uncertainty levels, and convert probability results into straightforward business recommendations that drive decisions.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
Gain expertise in discrete random variables through this targeted course, progressing from gathering data and creating empirical pmfs to selecting, fitting, and checking Binomial, Poisson, and Negative Binomial models. Master calculating essential probabilities, analysing count data, evaluating model fit, measuring uncertainty, and presenting practical insights to stakeholders with real business examples.
Elevify advantages
Develop skills
- Model count data using Binomial, Poisson, and Negative Binomial distributions quickly and accurately.
- Estimate model parameters with MLE and method of moments on actual purchase data.
- Construct empirical pmfs by sampling, tallying counts, and plotting discrete distributions.
- Validate models through chi-square tests, rootograms, and dispersion analysis.
- Convert probability outputs like churn rates into practical business strategies.
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.What our students say
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