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Why Machines Learn

Anil Ananthaswamy
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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 Mitchell

A 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.

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Dane bibliograficzne / Bibliographic info
Rodzaj (nośnik) / Type of product książka / book
Dział / Department Książki i czasopisma / Books and periodicals
Autor / Author Anil Ananthaswamy
Tytuł / Title Why Machines Learn
Język / Language angielski
Wydawca / Publisher Allen Lane
Rok wydania / Published in year 2024
Rodzaj oprawy / Binding type Twarda z obwolutą
Wymiary / Size 16.0x24.0
Liczba stron / Number of pages 464
Ciężar / Weight 0.715 kg
   
ISBN 9780241586488 (9780241586488)
EAN/UPC 9780241586488
Stan produktu / Condition nowy / new - sprzedajemy wyłącznie nowe nieużywane produkty

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