The Book of Why: A New Science of Causality By Judea Pearl | Computer Networks Causal Reasoning English Science Non-Fiction Book

This is The Book of Why: The New Science of Cause and Effect by Judea Pearl and Dana Mackenzie:
It moves beyond the limits of traditional "correlation" analysis, building a new framework of the "causal ladder"—from "observation" to "intervention" to "counterfactual reasoning," systematically explaining how humans understand "why."
Combining cases from computer science, statistics, and other fields, it deciphers the core logic of causal reasoning. It not only reshapes the understanding of "causality" but also provides new thinking tools for artificial intelligence, data analysis, and other fields. Ideal for researchers, computer professionals, and popular science enthusiasts, it helps you grasp the underlying logic of causal science while revealing its application value in practical domains.