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Oxford, United Kingdom
University of Oxford

Statistics and Machine Learning

Language: English Studies in English
University website: www.ox.ac.uk
Machine
A machine uses power to apply forces and control movement to perform an intended action. Machines can be driven by animals and people, by natural forces such as wind and water, and by chemical, thermal, or electrical power, and include a system of mechanisms that shape the actuator input to achieve a specific application of output forces and movement. They can also include computers and sensors that monitor performance and plan movement, often called mechanical systems.
Wikipedia
Machine Learning
Machine learning is a field of computer science that often uses statistical techniques to give computers the ability to "learn" (i.e., progressively improve performance on a specific task) with data, without being explicitly programmed.
Wikipedia
Statistics
Statistics is a branch of mathematics dealing with the collection, analysis, interpretation, presentation, and organization of data. In applying statistics to, for example, a scientific, industrial, or social problem, it is conventional to begin with a statistical population or a statistical model process to be studied. Populations can be diverse topics such as "all people living in a country" or "every atom composing a crystal". Statistics deals with all aspects of data including the planning of data collection in terms of the design of surveys and experiments. See glossary of probability and statistics.
Wikipedia
Statistics
Statistical thinking will one day be as necessary for efficient citizenship as the ability to read or write.
Attributed to H. G. Wells by Darrell Huff in How to Lie with Statistics (1954), epigraph The great body of physical science, a great deal of the essential fact of financial science, and endless social and political problems are only accessible and only thinkable to those who have had a sound training in mathematical analysis, and the time may not be very remote when it will be understood that for complete initiation as an efficient citizen of one of the new great complex world-wide States that are now developing, it is as necessary to be able to compute, to think in averages and maxima and minima, as it is now to be able to read and write. [HG Wells 1911, Mankind in the Making 2041]
Wikiquote
Statistics
Without the aid of statistics nothing like real medicine is possible.
Pierre Charles Alexandre Louis
Wikiquote
Statistics
Statistics has been the most successful information science.
Those who ignore Statistics are condemned to reinvent it.
Attributed to Bradley Efron by Jerome H. Friedman (April 2001). "The Role of Statistics in the Data Revolution?". International Statistical Review 69: 5-10.
Wikiquote

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Geo-engineering, ways of modifying Earth's environment via technological tools to control global warming, is gaining steam in tackling the climate emergency. An EU initiative gathered researchers to contribute to the state of the art.
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