References#

Dagostini03: Giulio D'agostini. Bayesian reasoning in data analysis: A critical introduction. World Scientific, 2003.
DP15: Cameron Davidson-Pilon. Bayesian methods for hackers: probabilistic programming and Bayesian inference. Addison-Wesley Professional, 2015. URL: https://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/.
Dow21: Allen B Downey. Think Bayes. " O'Reilly Media, Inc.", 2021.
MMK+03: David JC MacKay, David JC Mac Kay, and others. Information theory, inference and learning algorithms. Cambridge university press, 2003. URL: https://www.inference.org.uk/itprnn/book.pdf.
Mar18: Osvaldo Martin. Bayesian Analysis with Python: Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ. Packt Publishing Ltd, 2018. URL: https://github.com/PacktPublishing/Bayesian-Analysis-with-Python-Second-Edition.

Bayesian Reasoning in Data Science