TY  - BOOK
AU  - Domingos,Pedro
TI  - The master algorithm: how the quest for the ultimate learning machine will remake our world 
SN  - 9780465065707
AV  - Q387 .D66 2015
U1  - 003/.54 23
PY  - 2015///]
CY  - New York
PB  - Basic Books, a member of the Perseus Books Group
KW  - Knowledge representation (Information theory)
KW  - Artificial intelligence
KW  - Social aspects
KW  - Philosophy
KW  - Cognitive science
KW  - Mathematics
KW  - Algorithms
KW  - Algorithmus
KW  - gnd
KW  - Künstliche Intelligenz
KW  - Maschinelles Lernen
KW  - Kognitionswissenschaft
KW  - Representación del conocimiento (Teoría de la información)
KW  - Inteligencia artificial
KW  - Innovaciones tecnológicas
KW  - Aspectos sociales
KW  - Filosofía
KW  - Ciencia cognoscitiva
KW  - Matemáticas
KW  - Algoritmos
N1  - Includes bibliographical references and index; The machine learning revolution -- The master algorithm -- Hume's problem of induction -- How does your brain learn? -- Evolution : nature's learning algorithm -- In the church of the Reverend Bayes -- You are what you resemble -- Learning without a teacher -- The pieces of the puzzle fall into place -- This is the world on machine learning
N2  - "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; Algorithms increasingly run our lives. They work by learning from the trails of data we leave in our newly digital world; 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. Domingos gives us a peek inside the learning machines that power Google, Amazon, and your smartphone, and discusses what it means for you, and for the future of business, science, and society
ER  -