Artificial Intelligence
Artificial Intelligence (A.I)
Artificial intelligence is a branch of computer science that aims to
create intelligent machines. It has become an essential part of the
technology industry.
- Knowledge
- Reasoning
- Problem solving
- Perception
- Learning
- Planning
- Ability to manipulate and move objects
Knowledge engineering is a core part of AI research. Machines
can often act and react like humans only if they have abundant
information relating to the world. Artificial intelligence must have
access to objects, categories, properties and relations between all of
them to implement knowledge engineering. Initiating common sense,
reasoning and problem-solving power in machines is a difficult and
tedious approach.
Machine learning is another core part of AI. Learning without any
kind of supervision requires an ability to identify patterns in streams
of inputs, whereas learning with adequate supervision involves
classification and numerical regressions. Classification determines the
category an object belongs to and regression deals with obtaining a set
of numerical input or output examples, thereby discovering functions
enabling the generation of suitable outputs from respective inputs.
Mathematical analysis of machine learning algorithms and their
performance is a well-defined branch of theoretical computer science
often referred to as computational learning theory.
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