We introduce the reader to the exciting subject of generating new knowledge from data, and the process of Bayesian inference in particular. We apply it to the inference of cosmological parameters from...We introduce the reader to the exciting subject of generating new knowledge from data, and the process of Bayesian inference in particular. We apply it to the inference of cosmological parameters from data that were reduced from supernova observations.