Artificial Intelligence Concepts

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What is Artificial Intelligence (AI)?

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The ability of a computer or machine to perform tasks that usually require human intelligence, such as understanding language, recognizing images, or making decisions.

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What is a Data / Dataset?

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Information collected for analysis or training; a dataset is a large organized collection of such data, often used in machine learning.

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What is an Algorithm?

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A set of step-by-step instructions a computer follows to solve a problem or perform a task.

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What is a Neural Network?

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A type of algorithm inspired by the human brain, made up of layers of nodes (“neurons”) that help machines learn patterns from data.

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What does Generate / Generation mean in AI?

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To produce new content (such as text or images) using a model; generation refers to the act or result of creating something.

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What is Input / Output in the context of AI?

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Input is the data you give to a system; output is the result it gives back after processing.

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What does Synthesis / Synthesize mean in AI?

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To combine parts to make something new; in AI, it often means creating new content by blending information.

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What is Natural Language Processing (NLP)?

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A field of AI focused on helping computers understand, interpret, and generate human language.

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What are Application Programming Interfaces (APIs)?

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Tools that allow different software programs to communicate and work together, often used to connect apps to AI services.

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What is a Token in NLP?

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A piece of a word (or sometimes a whole word) that a computer uses when processing language in NLP tasks.