Standard uses of PyMC3 in industry

[Snejana]

@springcoil

A/B testing

Generative models for understanding probability of conversion.

Bayesian survival analysis for understanding churn

Bayesian changepoint models for understanding when a distribution changes like in Dev ops analysis or when a marketing promos is launched.

Forecasting yield or ROI in advertising.

Hierarchical models for predicting pricing

I recently started using Bayesian Models in a view variations (ANOVA, Hierarchical Pooling, GLM) to build a contextual anomaly detection.