Probabilistic Programming and Bayesian Methods for Hackers by Davidson-Pilon

Dive into the world of probabilistic programming with this practical guide designed for programmers and data enthusiasts. Learn Bayesian methods through hands-on examples and real-world applications, moving beyond traditional statistics to understand uncertainty quantification and decision-making under incomplete information. Perfect for those seeking to master modern computational approaches to probability and inference without heavy mathematical prerequisites.