Introduction: The Bayesian Revolution in Data Science The field of data science is undergoing a transformative shift, moving away from traditional frequentist methods and embracing the power of Bayesian inference. This paradigm shift is driven by the increasing complexity of data and the need for more robust, nuanced, and interpretable models. Bayesian inference, with its