Why Machines Learn

"Some books about the development of neural networks describe the underlying mathematics while others describe the social history. This book presents the mathematics in the context of the social history. It is a masterpiece." "After just a few minutes of reading Why Machines Learn you'll feel your own synaptic weights getting updated. By the end you will have achieved your own versión of deep learning—with deep pleasure and insight along the way." "If you were looking for a way to make sense of the Al revolution that is well under way, look no further. With this comprehensive yet engaging book, Anil Ananthaswamy puts it all into context. . . . An essential read for understanding both the possibilities and limitations of artificial intelligence." "Why Machines Learn is a masterful work that explains—in clear, accessible, and entertaining fashion—the mathematics underlying modern machine learning, along with the colorful history of the field and its pioneering researchers. . . . An invaluable companion for anyone who wants a deep understanding of what's under the hood of these often inscrutable machines." "Almost no one, outside of a handful of specialists, understands how generative Al works. Anil Ananthaswamy has removed the mystery by giving us a gentle, intuitive, and human-oriented introduction to the math that underpins this revolutionary development." "An exhilarating journey through the origins of contemporary machine learning. As Anil traces the roots and unravels the mysteries of modern Al, he gently introduces the underlying mathematics, rendering the complex subject matter accessible and exciting for readers of all backgrounds."