The master algorithm

Pedro Domingos

ISBN 10: 0465065708 / ISBN 13: 9780465065707

Verlag: Basic Books, 2015

Leichte Risse. "Describes the quest to find the Master Algorithm, which will take machine learning to the next level, allowing computers to learn how to solve not just particular problems but any problem, "--Novelist. Bestandsnummer des Verkäufers 5bd902a3-b4f8-4779-8da1-9905d941011f

Inhaltsangabe:

Algorithms increasingly run our lives. They find books, movies, jobs, and dates for us, manage our investments, and discover new drugs. More and more, these algorithms work by learning from the trails of data we leave in our newly digital world. Like curious children, they observe us, imitate, and experiment. And in the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask.Machine learning is the automation of discovery,the scientific method on steroids,that enables intelligent robots and computers to program themselves. No field of science today is more important yet more shrouded in mystery. Pedro Domingos, one of the field's leading lights, lifts the veil for the first time to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He charts a course through machine learning's five major schools of thought, showing how they turn ideas from neuroscience, evolution, psychology, physics, and statistics into algorithms ready to serve you. Step by step, he assembles a blueprint for the future universal learner,the Master Algorithm,and discusses what it means for you, and for the future of business, science, and society.If data-ism is today's rising philosophy, this book will be its bible. The quest for universal learning is one of the most significant, fascinating, and revolutionary intellectual developments of all time. A ground-breaking book, The Master Algorithm is the essential guide for anyone and everyone wanting to understand not just how the revolution will happen, but how to be at its forefront.

Über die Autorin bzw. den Autor: Pedro Domingos is a professor of computer science at the University of Washington. He is a winner of the SIGKDD Innovation Award, the highest honour in data science. A fellow of the Association for the Advancement of Artificial Intelligence, he lives near Seattle.

Bibliografische Details

Titel: The master algorithm
Verlag: Basic Books
Erscheinungsdatum: 2015
Einband: Hardcover
Zustand: Fine