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Bayesian Statistics Course

Bayesian Statistics Course
from 4 to 360h 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 advantages

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 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 are saying

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EmersonPolice Investigator
The course was essential to meet my boss's and the company's expectations.
SilviaNurse
Really great course. Lots of valuable information.
WiltonCivil Firefighter

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