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Bayesian Statistics Course

Bayesian Statistics Course
4 to 360 hours of flexible workload
valid certificate in your country

What Will I Learn?

This Bayesian Statistics Course gives you a fast, practical path to modeling conversion data with confidence. You will clean and prepare real-world datasets, build Beta-Bernoulli and hierarchical models, run MCMC with modern libraries, and evaluate model fit. Learn to quantify uncertainty, compare segments, guide A/B tests, and clearly communicate results, assumptions, and ethical considerations to product and marketing teams.

Elevify Differentials

Develop Skills

  • Bayesian conversion modeling: build Beta-Bernoulli and hierarchical rate models fast.
  • MCMC workflow: code, tune, and diagnose Bayesian models with pro-grade tools.
  • Decision analysis: turn posterior probabilities into clear marketing actions.
  • Data prep for Bayes: clean, engineer, and segment conversion data for modeling.
  • Stakeholder reporting: explain Bayesian results clearly, ethically, and concisely.

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.
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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