Artificial Intelligence

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What is a predictive model in the context of AI?

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A model generated by a machine after learning from training data, used to make future predictions.

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How does AI impact decision-making processes?

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AI can analyze large datasets quickly, providing insights and recommendations that assist in decision-making.

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Why do machines demonstrate artificial intelligence?

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Because machines are programmed with specific information to perform tasks for humans.

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What is the difference between AI and human intelligence?

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AI is based on algorithms and data processing, while human intelligence involves emotional understanding, creativity, and consciousness.

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What role does data play in AI development?

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Data is crucial for training AI models, as it provides the necessary information for machines to learn and make decisions.

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What is machine learning?

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A subset of AI that enables machines to learn from data and improve their performance over time without being explicitly programmed.

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What is natural language processing (NLP)?

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A field of AI that focuses on the interaction between computers and humans through natural language.

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What is an algorithm in the context of AI?

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A set of rules or instructions given to an AI system to help it learn on its own.

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What is supervised learning?

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A type of machine learning where the model is trained on labeled data, meaning the input data is paired with the correct output.

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What is unsupervised learning?

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A type of machine learning where the model is trained on data without labeled responses, allowing it to find patterns and relationships.