Oxford, United Kingdom

Modern Statistics and Statistical Machine Learning

Language: English Studies in English
Subject area: mathematics and statistics
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.
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.
Modern
Modern may refer to:
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.
Machine
We must ask whether our machine technology makes us proof against all those destructive forces which plagued Roman society and ultimately wrecked Roman civilization.
Robert Strausz-Hupe, Philadelphia Inquirer (1978).
Machine
The machine is no longer the paragon of progress and the final expression of our desires: it is merely a series of instruments, which we will use in so far as they are serviceable to life at large, and which we will curtail where they infringe upon it or exist purely to support the adventitious structure of capitalism.
Lewis Mumford, Technics and Civilization (1934) Ch. 8 "Orientation," p.365
Statistics
To understand God's thoughts we must study statistics, for these are the measure of his purpose.
Florence Nightingale, quoted in Karl Pearson, Life of Francis Galton, vol.II, ch.xiii, sect.i
In an effort to transform Europe into a green economy, stakeholders have created various indicators to measure its progress. An EU initiative is examining tools that assess green growth and sustainable development in order to facilitate this transition.
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