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D.a. Wallach's Top Book Recommendations

Want to know what books D.a. Wallach recommends on their reading list? We've researched interviews, social media posts, podcasts, and articles to build a comprehensive list of D.a. Wallach's favorite book recommendations of all time.


The Book of Why

The New Science of Cause and Effect

A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence
"Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality--the study of cause and effect--on a firm scientific basis. His work explains how we can know easy things,...
Recommended by D.a. Wallach, Kirk Borne, and 2 others.

D.a. Wallach@EricTopol @yudapearl @bschoelkopf @MPI_IS I love @yudapearl 's book so much! Profound, heterodox. (Source)

Kirk Borne.@yudapearl wrote the awesome "Book of Why", but he recommends this fun and less #mathematics-heavy read >> his #AI lecture given in 1999: #DataScience #MachineLearning #Statistics #BookofWhy #Causalinference #Bayes (Source)

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