Bayesian Statistics Course
This course provides hands-on experience in Bayesian statistics for modeling conversion data, including data preparation, model building with MCMC, uncertainty quantification, A/B testing, and ethical communication of results to stakeholders.

flexible workload from 4 to 360h
valid certificate in your country
What will I learn?
This Bayesian Statistics Course offers a quick, hands-on way to model conversion data with assurance. You will tidy and ready actual datasets, construct Beta-Bernoulli and hierarchical models, execute MCMC using current libraries, and assess model performance. Learn to measure uncertainty, compare groups, direct A/B tests, and plainly share results, assumptions, and ethical aspects with product and marketing teams.
Elevify advantages
Develop skills
- Bayesian conversion modelling: quickly build Beta-Bernoulli and hierarchical rate models.
- MCMC workflow: code, adjust, and check Bayesian models with professional tools.
- Decision analysis: convert posterior probabilities into straightforward marketing steps.
- Data prep for Bayes: clean, engineer, and group conversion data for modelling.
- Stakeholder reporting: clearly, ethically, and briefly explain Bayesian results.
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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