Bayesian inference offers a distinct approach to interpreting data, shifting the emphasis from solely observing evidence to combining prior assumptions with observed data. Unlike frequentist methods, which emphasize the likelihood of an event in repeated experiments, Bayesian systems allow us to express the probability of a theory *given* the evide