The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
Pedro Domingos, Professor, University of Washington; Co-founder, International Machine Learning Society
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 gives us a peek inside the learning machines that power giants like Google all the way down to the smartphone in your pocket. These programs are already helping us fight the war on cancer and predict the movements of the stock market, and they are making great headway with instant language translation and discovering new laws of nature.
Leading us through machine learning’s five major schools of thought (neuroscience, evolution, psychology, physics, and statistics) Domingos 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.