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  1. Bog
  2. Matematikkens fundament
  3. Matematisk logik

Why Machines Learn

- The Elegant Maths Behind Modern AI
Af: Anil Ananthaswamy Engelsk Hardback

Why Machines Learn

- The Elegant Maths Behind Modern AI
Af: Anil Ananthaswamy Engelsk Hardback
Tjek vores konkurrenters priser

''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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''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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Produktdetaljer
Sprog: Engelsk
Sider: 480
ISBN-13: 9780241586488
Indbinding: Hardback
Udgave:
ISBN-10: 0241586488
Kategori: Matematisk logik
Udg. Dato: 16 jul 2024
Længde: 40mm
Bredde: 165mm
Højde: 240mm
Forlag: Penguin Books Ltd
Oplagsdato: 16 jul 2024
Forfatter(e): Anil Ananthaswamy
Forfatter(e) Anil Ananthaswamy

Kategori Matematisk logik

ISBN-13 9780241586488

Sprog Engelsk

Indbinding Hardback

Sider 480

Udgave

Længde 40mm

Bredde 165mm

Højde 240mm

Udg. Dato 16 jul 2024

Oplagsdato 16 jul 2024

Forlag Penguin Books Ltd

Kategori sammenhænge