Bayesian Statistics Course
This course offers a practical introduction to Bayesian statistics, focusing on modeling conversion data with real-world applications in A/B testing and marketing decisions.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Bayesian Statistics Course provides a quick, hands-on way to model conversion data with confidence. You will clean and prepare real-world datasets, construct Beta-Bernoulli and hierarchical models, run MCMC using modern libraries, and assess model fit. Learn to measure uncertainty, compare segments, direct A/B tests, and effectively communicate results, assumptions, and ethical aspects to product and marketing teams.
Elevify advantages
Develop skills
- Bayesian conversion modelling: construct Beta-Bernoulli and hierarchical rate models swiftly.
- MCMC workflow: code, adjust, and diagnose Bayesian models using professional tools.
- Decision analysis: convert posterior probabilities into straightforward marketing actions.
- Data prep for Bayes: clean, engineer, and segment conversion data for modelling.
- 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.What our students say
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