Why Machines Learn
The Elegant Maths Behind Modern AI
(Autor) Anil AnanthaswamyMachine-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.
Anil Ananthaswamy
Anil Ananthaswamy is an award-winning science journalist and author known for his compelling storytelling and ability to make complex scientific concepts accessible to a wide audience. He has written for various publications such as New Scientist, Discover, and National Geographic, and has authored several books, including "The Edge of Physics" and "The Man Who Wasn't There."
Ananthaswamy's writing style is characterized by his ability to weave together personal narratives with in-depth scientific research, creating engaging and thought-provoking narratives that captivate readers. His works often explore the boundaries of human knowledge and the mysteries of the universe, challenging readers to think differently about the world around them.
Ananthaswamy's contributions to literature have had a significant impact on the science writing genre, earning him acclaim from both readers and critics alike. His most famous work, "The Edge of Physics," delves into the frontiers of modern physics and the quest to understand the fundamental nature of reality, showcasing his talent for making complex scientific concepts engaging and accessible to a general audience.
Other related
Through Two Doors at Once
The Enigmatic Story of our Quantum Reality
Drawing for Product Designers Second Edition
From Hand Sketching to Virtual Reality
Pixel Flesh
The distortion of the female body in a world obsessed by image – and how we can change it
Attack of the Flickering Skeletons
More Terrible Old Games You've Probably Never Heard Of
