Artificial Intelligence (AI) Flashcard

Front

What is artificial intelligence (AI)?

Back

The simulation of intelligent human behavior by a computer

Front

Which category of AI occurs when a machine has superior performance to a human when doing one specific task?

Back

Narrow AI

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What is the main processing element of an expert system?

Back

Inference engine

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What is the aim of machine learning?

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To make machines that learn through data acquisition

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What is the main advantage of expert systems?

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High accuracy

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What is the purpose of the hidden layers in deep learning?

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To process data from the input layer into something that can be sent to the output layer

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What type of tasks is deep learning very good at? Options: Language translation tasks, Audio processing tasks, Simple linear tasks such as basic calculations, Complex non-linear tasks such as visual processing

Back

Complex non-linear tasks such as visual processing

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What is the main difference between machine learning and deep learning?

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The amount of data required during the training stages

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What is the main disadvantage of expert systems?

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The set up and maintenance costs are very high

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What is the main advantage of deep learning over machine learning?

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Ability to handle complex non-linear tasks