Expand your knowledge of AI with definitions of these commonly encountered terms.
1. Artificial Intelligence
The ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings. The term is frequently applied to the project of developing systems endowed with the intellectual processes characteristic of humans, such as the ability to reason, discover meaning, generalize, or learn from past experience.
Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acquisition of information and rules for using the information), reasoning (using rules to reach approximate or definite conclusions) and self-correction. Particular applications of AI include expert systems, speech recognition and machine vision.
Source: Tech Target
AIOps combines big data and machine learning to automate IT operations processes, including event correlation, anomaly detection and causality determination.
A set of instructions designed to perform a specific task.
Source: Tech Terms
4. Automated reasoning
Attempting to perform logical reasoning in an automatic and algorithmic way.
Source: John Harrison
5. Deductive reasoning
Reasoning that starts out with a general statement, or hypothesis, and examines the possibilities to reach a specific, logical conclusion.
Source: Live Science
6. Deep learning
A subset of machine learning where artificial neural networks (algorithms inspired by the human brain) learn from large amounts of data.
7. Formal logic
The abstract study of statements, propositions, or assertively used sentences, and of deductive arguments.
8. Genetic algorithms
A genetic algorithm is a method for solving optimization problems that is based on natural selection, the process that drives biological evolution. The genetic algorithm repeatedly modifies a population of individual solutions, ideally to find the optimal solution.
Source: Math Works
9. Inductive reasoning
Reasoning that makes broad generalizations from specific observations.
Source: Live Science
10. Machine learning
An application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it learn for themselves.
Source: Expert System
11. Natural language processing
A branch of artificial intelligence that helps computers understand, interpret and manipulate human language.
12. Neural networks
An attempt to simulate the network of neurons that make up a human brain so that the computer will be able to learn things and make decisions in a humanlike manner. ANNs are created by programming regular computers to behave as though they are interconnected brain cells.