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40 Terms

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Artificial Intelligence (AI)

The use of computer systems to simulate human mental processes such as interpreting and generating language.

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John McCarthy

Coined the term 'Artificial Intelligence' in 1956, defining it as 'the science and engineering of making intelligent machines'.

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Automation

Setting up robots to follow a set of predefined rules.

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Machine Learning

Programming machines to think and act like humans, enabling them to learn automatically through data.

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Deep Learning

A subset of machine learning that employs complex algorithms and artificial neural networks to perform tasks.

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Predictive Analytics

A statistics-based method used to make assumptions and forecast outcomes.

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Natural Language Processing (NLP)

Enables computers to recognize, understand and generate text and speech.

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Expert Systems

AI systems that simulate the judgment of a human expert by utilizing a knowledge base.

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Robotics

A branch of engineering concerned with the design and operation of robots that can perform tasks without human involvement.

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Neural Network

A computational model made up of interconnected nodes that simulates the way the human brain processes information.

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Data Analytics

The broad term encompassing processes, technologies, frameworks, and algorithms to extract meaningful insights from data.

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Big Data

A collection of large datasets improved with the use of new technology architecture to derive insights.

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Volume (Big Data)

Refers to the amount of data that exists; a key characteristic of big data.

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Velocity (Big Data)

Refers to the speed at which data is generated and processed.

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Variety (Big Data)

Refers to the diversity of data types and sources.

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Veracity (Big Data)

Refers to the accuracy and credibility of data.

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Value (Big Data)

The benefits that big data can provide to organizations, related to actionable insights.

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Cognitive Analytics

Combines intelligent technologies to apply human brain-like intelligence to perform tasks.

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Speech Recognition

The ability of a machine to understand spoken words and convert them to text.

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Speech Synthesis

The process of converting text into spoken words.

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Algorithm

A step-by-step procedure for calculations and problem-solving operations, especially by a computer.

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Data Mining

The practice of examining large datasets to uncover hidden patterns, correlations, and trends.

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Augmented Reality (AR)

Technology that overlays digital information, such as images and sounds, onto the real world.

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Virtual Reality (VR)

A simulated experience that can mimic or completely replace the real world using computer-generated images and sounds.

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Internet of Things (IoT)

The network of interconnected devices that communicate and exchange data over the internet.

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Computer Vision

An AI field focused on enabling machines to interpret and process visual information from the world.

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Ethical AI

The practice of designing AI systems that are fair, accountable, and aligned with human values.

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Cloud Computing

Delivery of computing services over the internet, allowing for storage, processing, and management of data.

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Quantum Computing

A type of computation that uses quantum bits to perform complex calculations at unprecedented speeds.

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Swarm Intelligence

Collective behavior of decentralized, self-organized systems, often seen in nature, applied in algorithms.

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What is Artificial Intelligence (AI)?

The use of computer systems to simulate human mental processes such as interpreting and generating language.

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Who coined the term 'Artificial Intelligence'?

John McCarthy in 1956.

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What is Automation?

Setting up robots to follow a set of predefined rules.

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Define Machine Learning.

Programming machines to think and act like humans, enabling them to learn automatically through data.

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What does Deep Learning refer to?

A subset of machine learning that employs complex algorithms and neural networks to perform tasks.

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What is the purpose of Predictive Analytics?

To make assumptions and forecast outcomes using statistics-based methods.

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What does Natural Language Processing (NLP) enable?

Computers to recognize, understand, and generate text and speech.

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What are Expert Systems?

AI systems that simulate human expert judgment using a knowledge base.

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What is Big Data?

A collection of large datasets improved with technology to derive insights.

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Define Cognitive Analytics.

Combines intelligent technologies to perform tasks using human-like intelligence.