Book review: ‘AIQ’ explains machine learning fundamentals using human history

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What do Joe DiMaggio and birth control pills have to do with AI? And what does a lost submarine have to do with the future of robotics? AIQ is a book written by two statistics professors who attempt to use major moments in the history of war, sports, and data science to demonstrate how AI shapes the world today.

AIQ uses plain English to explain mathematical concepts that underlie the major artificial intelligence trends today, including pattern recognition, prediction, and simultaneous localization and mapping (SLAM). The original hardcover was released in 2018, and the paperback is out today.

Sprinkled throughout the book are tidbits from business history, such as how Netflix developed its recommendation algorithm and how Google made its image classification model Inception.

The book also contains important figures in data science history such as Abraham Wald, a Jewish refugee whose work on conditional probability helped guard fighter pilots

 


This article was originally published on on VentureBeat.

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