Resolving e-commerce challenges with probabilistic programming

This summer, during the third edition of Data Science Summit in Warsaw, Magdalena Wójcik (Senior Data Scientist at LogicAI) presented how we used Bayesian models in one of our projects.

Why did we choose this topic?

Often enough Bayesian models aren’t used in the real world cases due to the fact, that usually they are seen as something hard to understand. We created this presentation to oppose this stereotype showing: how we use the Bayesian approach, what are the potential benefits, and the most important, how to think to feel comfortable using it.