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Why Machines Learn

Why Machines Learn

The Elegant Maths Behind Modern AI

by Anil Ananthaswamy
Hardback
Publication Date: 15/10/2024

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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.

ISBN:
9780241586488
9780241586488
Category:
Mathematics
Format:
Hardback
Publication Date:
15-10-2024
Language:
English
Publisher:
Penguin Books, Limited
Country of origin:
United Kingdom
Dimensions (mm):
240x156x40mm
Weight:
0.71kg
Anil Ananthaswamy

Anil Ananthaswamy is an award-winning journalist who contributes regularly to New Scientist, as well as writing for Nature, National Geographic News, Discover, The Wall Street Journal and the Literary Review. He is the recipient of the Book of the Year award from Physics World (2010), the Nautilus Book Award (2015) and was longlisted for the Pen/E. O. Wilson Literary Science Writing Award (2016). He lives in London.

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