Why Machines Learn The Elegant Maths Behind Modern AI by Anil Ananthaswamy
Why Machines Learn The Elegant Maths Behind Modern AI by Anil Ananthaswamy | 43.64 MB
480 Pages
Title: Why Machines Learn
Author: Anil Ananthaswamy
Description:
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 developments and discoveries in chemistry, biology, and physics—the study of genomes, extra-solar 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...
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https://uploadgig.com/file/download/4f8382f28a430b07/Why_Machines_Learn__The_Elegant_Maths_Behind_Modern_AI_by_Anil_Ananthaswamy_.rar
https://k2s.cc/file/7a40066f6923a/Why_Machines_Learn__The_Elegant_Maths_Behind_Modern_AI_by_Anil_Ananthaswamy_.rar
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 developments and discoveries in chemistry, biology, and physics—the study of genomes, extra-solar 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...
DOWNLOAD:
https://uploadgig.com/file/download/4f8382f28a430b07/Why_Machines_Learn__The_Elegant_Maths_Behind_Modern_AI_by_Anil_Ananthaswamy_.rar
https://k2s.cc/file/7a40066f6923a/Why_Machines_Learn__The_Elegant_Maths_Behind_Modern_AI_by_Anil_Ananthaswamy_.rar