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View synonyms for machine learning

machine learning

[ muh-sheen lur-ning ]

noun

, Computers, Digital Technology.
  1. the capacity of a computer to process and evaluate data beyond programmed algorithms, through contextualized inference (often used attributively). cognitive computing ( def ), deep learning ( def ), neural network ( def 2 ).


machine learning

noun

  1. a branch of artificial intelligence in which a computer generates rules underlying or based on raw data that has been fed into it
“Collins English Dictionary — Complete & Unabridged” 2012 Digital Edition © William Collins Sons & Co. Ltd. 1979, 1986 © HarperCollins Publishers 1998, 2000, 2003, 2005, 2006, 2007, 2009, 2012
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Word History and Origins

Origin of machine learning1

First recorded in 1955–60
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Example Sentences

In 2018, Google DeepMind's AlphaZero program taught itself the games of chess, shogi, and Go using machine learning and a special algorithm to determine the best moves to win a game within a defined grid.

The University of Southampton team used several techniques to analyse the fossils, including phylogenetic, discriminant and machine learning methods, teaming up with colleagues at London's Natural History Museum, the Hastings Museum and Art Gallery, and the Museo Miguel Lillo De Ciencias Naturales in Argentina.

"For example, we plan to perform multi-protein analyses and use machine learning for image analysis of breast cancer tumours to understand more about tumour heterogeneity -- i.e. differences between and within tumors -- and how it affects risk and treatment benefit," says Linda Lindström.

By addressing these questions, researchers hope to create a future where AI learns not only more effectively but also more intuitively, bridging the gap between human intuition and machine learning, and enabling AI to operate more autonomously in environments with limited information.

To gain a deeper understanding of this process, the team employed computer simulations performed by Fukuda, and MALIO, a machine learning tool Takahashi designed to analyze and distinguish the local structures of BP I and BP II liquid crystal phases.

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