Why Machines Learn: The Elegant Math Behind Modern AI - Anil Ananthaswamy - Marjane Mall - Image 1
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Why Machines Learn: The Elegant Math Behind Modern AI - Anil Ananthaswamy

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Marque : GENERIC
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Plongez au cœur de l'intelligence artificielle avec cet ouvrage captivant d'Anil Ananthaswamy. À travers 480 pages, l'auteur explore les fondements mathématiques, tels que l'algèbre linéaire et le calcul, qui propulsent les technologies modernes d'apprentissage automatique. Ce livre accessible offre une perspective éclairante sur les capacités et l...

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Description produit

Marque
GENERIC
Titre principal
Why Machines Learn: The Elegant Math Behind Modern AI
Editeur
Dutton
Type de produit
Paperback
Présentation du livre
Paperback
Release date
7/16/2024 12:00:00 AM
Langue d'origine
English
ISBN
593185749
Dimensions
6.27 x 1.5 x 9.29 inches
Nombre de pages de livre
480 pages
Langue - Librairie
English
Résumé
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 tumor is cancerous, or deciding if someone gets bail. They now influence developments and discoveries in chemistry, biology, and physics—the study of genomes, extrasolar planets, even the intricacies of quantum systems. And all this before large language models such as ChatGPT came on the scene. We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning, while suggesting intriguing links between artificial and natural intelligence. Might the same math underpin them both? As Ananthaswamy resonantly concludes, to make safe and effective use of artificial intelligence, we need to understand its profound capabilities and limitations, the clues to which lie in the math that makes machine learning possible. Read more
Auteur(s)
Anil Ananthaswamy
Date de parution
7/16/2024 12:00:00 AM