The master algorithm : how the quest for the ultimate learning machine will remake our world / Pedro Domingos.

• 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.

• 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. Pedro Domingos, a leader in artificial intelligence, lifts the veil for the first time to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. From back cover. 

Ämnesord

Artificiell intelligens  (sao)

Informationsteori  (sao)

Knowledge representation (Information theory)  (LCSH)

Algorithms.  (LCSH)

Artificial intelligence  -- Social aspects. (LCSH)

Artificial intelligence  -- Philosophy. (LCSH)

Cognitive science  -- Mathematics. (LCSH)

Algorithms.  (fast)

Knowledge representation (Information theory)  (fast)

Business & economics  -- Decision-Making & Problem Solving. (bisacsh)

Business & economics  -- Development -- Business Development. (bisacsh)

Business & economics  -- Entrepreneurship. (bisacsh)

Business & economics  -- Forecasting. (bisacsh)

Business & economics  -- Industries -- Computer Industry. (bisacsh)

Computers  -- History. (bisacsh)

Computers  -- Human-Computer Interaction. (bisacsh)

Computers  -- Information Theory. (bisacsh)

Computers  -- Intelligence (AI) & Semantics. (bisacsh)

Computers  -- Logic Design. (bisacsh)

Computers  -- Machine Theory. (bisacsh)

Computers  -- Neural Networks. (bisacsh)

Computers  -- Reference. (bisacsh)

Mathematics  -- Probability & Statistics -- Bayesian Analysis. (bisacsh)

Technology & engineering  -- Automation. (bisacsh)

Technology & engineering  -- Electronics -- Digital. (bisacsh)

Technology & engineering  -- Engineering (General) (bisacsh)

Technology & engineering  -- Inventions. (bisacsh)

Technology & engineering  -- Machinery. (bisacsh)

Technology & engineering  -- Robotics. (bisacsh)

Technology & engineering  -- Social Aspects. (bisacsh)

Artificial intelligence  -- Philosophy. (fast)

Artificial intelligence  -- Social aspects. (fast)

Information theory  (LCSH)

Artificial intelligence  (LCSH)

Klassifikation

Q387 (LCC)

003.54 (DDC)

Talk (kssb/8 (machine generated))