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Art /Artificial Intelligence Concepts

Artificial Intelligence Concepts

Art10 CardsCreated about 2 months ago

This deck covers essential concepts and terminology related to artificial intelligence, including types of AI, machine learning techniques, and key AI applications.

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What is artificial intelligence (AI)?

AI is the study of creating machines and computer systems capable of performing tasks that typically require human intelligence.

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Key Terms

Term

Definition

What is artificial intelligence (AI)?

AI is the study of creating machines and computer systems capable of performing tasks that typically require human intelligence.

Define narrow AI.

Narrow AI is artificial intelligence designed and trained for a specific task or a narrow set of tasks.

What is general AI?

General AI is a hypothetical future AI system that would possess human-level intelligence.

What role do algorithms play in AI?

Algorithms are defined methods or processes employed to train models, generate predictions, and execute tasks using data.

Explain machine learning.

Machine learning is a branch of AI that enables computers to improve their performance through experience without needing explicit programming.

What is supervised learning?

Supervised learning is a technique where a model is trained using data that includes labeled examples, such as images with tagged objects or text with...

Describe reinforcement learning.

Reinforcement learning is a type of machine learning where an AI agent learns through interactions with an environment, garnering rewards or penalties...

What are neural networks?

Neural networks are computational models inspired by the human brain's structure and function, learning from data to recognize patterns, make predicti...

What is natural language processing (NLP)?

NLP is the field of AI focused on enabling computers to understand and engage with human language, mirroring the intricacies of human communication.

What is a chatbot?

A chatbot is an AI program designed to engage in natural conversations with people, providing information, answering questions, and offering emotional...

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Artificial Intelligence Concepts

Term	Definition
What is artificial intelligence (AI)?	AI is the study of creating machines and computer systems capable of performing tasks that typically require human intelligence.
Define narrow AI.	Narrow AI is artificial intelligence designed and trained for a specific task or a narrow set of tasks.
What is general AI?	General AI is a hypothetical future AI system that would possess human-level intelligence.
What role do algorithms play in AI?	Algorithms are defined methods or processes employed to train models, generate predictions, and execute tasks using data.
Explain machine learning.	Machine learning is a branch of AI that enables computers to improve their performance through experience without needing explicit programming.
What is supervised learning?	Supervised learning is a technique where a model is trained using data that includes labeled examples, such as images with tagged objects or text with marked entities.
Describe reinforcement learning.	Reinforcement learning is a type of machine learning where an AI agent learns through interactions with an environment, garnering rewards or penalties contingent upon its actions.
What are neural networks?	Neural networks are computational models inspired by the human brain's structure and function, learning from data to recognize patterns, make predictions, and perform tasks.
What is natural language processing (NLP)?	NLP is the field of AI focused on enabling computers to understand and engage with human language, mirroring the intricacies of human communication.
What is a chatbot?	A chatbot is an AI program designed to engage in natural conversations with people, providing information, answering questions, and offering emotional support.