Skip to content
Description
By: Anil Ananthaswamy
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.
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.
You may also like
熱銷中 Top Trending
Dog Man 13: Dog Man: Big Jim Begins: A Graphic Novel (Dog Man #13)
Sale priceHK$79.00
Regular priceHK$150.00
In stock
Dragon Masters #27 (正版) Haunting of the Ghost Dragon (Branches) (Tracey West)
Sale priceHK$47.00
Regular priceHK$69.00
In stock
Press Start! #14 Super Game Book! Special Edition (Branches)
Sale priceHK$48.00
Regular priceHK$80.00
In stock
Academy for Roblox Pros #1: Attack of the Zombies
Sale priceHK$90.00
Regular priceHK$154.00
In stock
Press Start! #15 Mega Mole Girl Digs Deep! (Branches)
Sale priceHK$48.00
Regular priceHK$98.00
In stock
Billy and the Mini Monsters #16 Monsters at Easter
Sale priceHK$46.00
Regular priceHK$84.00
In stock
Treehouse #13: 169-Storey Treehouse, The (Andy Griffiths)
Sale priceHK$57.00
Regular priceHK$104.00
In stock
Treehouse, The (正版) Boxset / Bundle with QR code Audio (Andy Griffiths)
Sale priceFrom HK$169.00
Regular priceHK$673.00
In stock
Percy Jackson and the Olympians: Wrath of the Triple Goddess International Edition
Sale priceHK$92.00
Regular priceHK$140.00
In stock
Warriors Series 2 The New Prophecy Collection (Paperback) (6 Books) (Erin Hunter)
Sale priceHK$349.00
Regular priceHK$599.00
In stock
