The master algorithm : how the quest for the ultimate learning machine will remake our world / Pedro Domingos.
-
Domingos, Pedro (författare)
- ISBN 0465094279
- First paperback edition.
- Publicerad: New York : Basic Books, a member of the Perseus Books Group, 2018
- Copyright: ©2015
- Engelska xxi, 329 pages
Innehållsförteckning
Sammanfattning
Ämnesord
Stäng
- 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))
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