Why Machines Learn: The Elegant Maths Behind Modern AI

Ananthaswamy, Anil

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Language: English

Published by PENGUIN BOOKS, 2025

1802060863 / 9781802060867

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'An invaluable companion for anyone who wants a deep understanding of what's under the hood of often inscrutable machines' Melanie MitchellA rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligence.Machine-learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumour is cancerous, or deciding whether someone gets bail. They now influence discoveries in chemistry, biology and physics - the study of genomes, extra-solar planets, even the intricacies of quantum systems. We are living through a revolution in artificial intelligence that is not slowing down.This major shift is based on simple mathematics, some of which goes back centuries: linear algebra and calculus, the stuff of eighteenth-century mathematics. Indeed by the mid-1850s, a lot of the groundwork was all done. It took the development of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see all around us today.In this enlightening book, Anil Ananthaswamy explains the fundamental maths behind AI, which suggests that the basics of natural and artificial intelligence might follow the same mathematical rules. As Ananthaswamy resonantly concludes, to make the most of our most wondrous technologies we need to understand their profound limitations - the clues lie in the maths that makes AI possible.…

Seller Inventory # 9781802060867

Title
Why Machines Learn: The Elegant Maths Behind Modern AI
Author
Ananthaswamy, Anil
Publisher
PENGUIN BOOKS
Publication year
2025
Condition
New
Binding
Tapa blanda
Language
English
ISBN 10
1802060863
ISBN 13
9781802060867

bookish.org

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Nacida en 2017 como una suscripción literaria, Bookish consiguió posicionarse como una de las voces más reconocidas del panorama editorial seleccionando cada mes el libro perfecto para su comunidad de lectores. 3 años después, además del modelo de suscripción original, Bookish hoy integra 3 de las librerías más grandes y emblemática del país (Lé, Caselles y Alibri / Herder), un ecommerce con más de 250 mil títulos (www.bookish.org), una aplicación y ha creado el primer gran festival de literatura juvenil de Europa, el Crush Fest. Así, se ha configurado en los últimos como un ecosistema en plena expansión dentro del sector editorial. Con todo, la convicción de Bookish y de su equipo sigue intacta: la vida es mejor con libros.…

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