Experimentation, Bayesian Statistics, Engineering, Data Science, Ab Testing.
prior for θ because it’s the conjugate prior to the Binomial likelihood, which means the posterior distribution will also be a Beta distribution (source). Thus, if we ran an experiment exposing a variant to N = n users, of which Y = y users were observed to convert, we can calculate the updated