Tuesday 4:10 PM–4:55 PM in The Trojan Ballroom / ML, The Franklin Suite, 3rd Floor / Technical, The Forum, 4th Floor / Case Studies

Keynote #5: The New Science of Cause and Effect

Judea Pearl 🌴

Audience level:
Novice

Description

The talk will explain why data science should embrace an engine for processing cause-effect relationships. I will describe the structure of this engine, how it has revolutionized the data-intensive sciences and how it is about to revolutiones machine learning.

Abstract

The talk will explain why data science should embrace an engine for processing cause-effect relationships. I will describe the structure of this engine, how it has revolutionized the data-intensive sciences and how it is about to revolutiones machine learning.

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