Bayesian Statistics Course
Master Bayesian statistics for practical conversion modelling. Build Beta-Bernoulli and hierarchical models, run MCMC, compare models, and transform uncertainty into clear data-driven decisions for marketing, product, and growth teams. Gain skills to clean data, quantify uncertainty, guide A/B tests, and communicate ethically with stakeholders.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Bayesian Statistics Course offers a quick, hands-on way to model conversion data confidently. Clean and prepare real datasets, create Beta-Bernoulli and hierarchical models, run MCMC using modern tools, and assess model performance. Learn to measure uncertainty, compare segments, direct A/B tests, and share results, assumptions, and ethics clearly with product and marketing teams.
Elevify advantages
Develop skills
- Bayesian conversion modelling: build Beta-Bernoulli and hierarchical rate models quickly.
- MCMC workflow: code, tune, and diagnose Bayesian models using professional tools.
- Decision analysis: convert posterior probabilities into clear marketing actions.
- Data preparation 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 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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