Warsaw, Poland

Artificial Intelligence and Machine Learning

Sztuczna inteligencja i uczenie maszynowe

Bachelor's
Table of contents
3d-illustration-robot-humanoid-reading-book(1)

Artificial Intelligence and Machine Learning at SWPS

Field of studies: Computer Science
Language: PolishStudies in Polish
Kind of studies: full-time studies
  • Description:

  • pl
University website: english.swps.pl

Definitions and quotes

Artificial Intelligence
Artificial intelligence (AI, also machine intelligence, MI) is intelligence demonstrated by machines, in contrast to the natural intelligence (NI) displayed by humans and other animals. In computer science AI research is defined as the study of "intelligent agents": any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals. Colloquially, the term "artificial intelligence" is applied when a machine mimics "cognitive" functions that humans associate with other human minds, such as "learning" and "problem solving".
Intelligence
Intelligence has been defined in many different ways to include the capacity for logic, understanding, self-awareness, learning, emotional knowledge, reasoning, planning, creativity, and problem solving. It can be more generally described as the ability to perceive or infer information, and to retain it as knowledge to be applied towards adaptive behaviors within an environment or context.
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.
Machine
A machine, receiving at distant times and from many hands new combinations and improvements, and becoming at last of signal benefit to mankind, may be compared to a rivulet, swelled in its course by tributary streams until it rolls along a majestic river, enriching in its progress provinces and kingdoms.
In retracing the current, too, from where it mingles with the ocean, the pretensions of even ample subsidiary streams are merged in our admiration of the master-flood. But, as we continue to ascend, those waters which, nearer the sea, would have been disregarded as unimportant, begin to rival in magnitude, and divide our attention with, the parent stream; until, at length, on our approaching the fountains of the river, it appears trickling from the rock, or oozing from among the flowers of the valley. So, also, in developing the rise of a machine, a coarse instrument or a toy may be recognized as the germ of that production of mechanical genius whose power and usefulness have stimulated our curiosity to mark its changes and to trace its origin. The same feelings of reverential gratitude which attached holiness to the spots whence mighty rivers sprung, also clothed with divinity, and raised altars in honor of the saw, the plough, the potter's wheel, and the loom.
Robert Stuart (1829) Historical and descriptive anecdotes of steam-engines, and of their inventors and improvers, Volume 1. Wightman and Cramp. p. 3-4.: As cited in Robert Henry Thurston "The Growth of the Steam-Engine I" in Popular Science Monthly Volume 12, November 1877. p. 15.
Artificial Intelligence
The ability to interact with a computer presence like you would a human assistant is becoming increasingly feasible.
Vint Cerf, a "father of the internet," in "Your Life: Vinton Cerf" interview by David Frank in AARP Bulletin (December 2016, Vol. 57, No. 10, p. 30.)
Machine
Once upon a time we were just plain people. But that was before we began having relationships with mechanical systems. Get involved with a machine and sooner or later you are reduced to a factor.
Ellen Goodman (1978) "The Human Factor," The Washington Post, January 1987.

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