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Computer Chapter 5 : Topic 1.1
AI and Machine Learning
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A school develops a smart attendance system that recognizes students’ faces and marks attendance automatically without human intervention. Which statement best explains the role of Artificial Intelligence in this system?
Reasoning: AI enables computers to perform tasks that normally require human intelligence, such as recognizing faces and making decisions.
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A computer program learns from thousands of past weather records and improves its future weather predictions over time. Which technology is primarily being used?
Reasoning: Machine Learning allows computers to learn patterns from data and improve performance without being explicitly programmed.
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A student claims that Machine Learning and Artificial Intelligence are exactly the same concepts. Which statement is most accurate?
Reasoning: Machine Learning is a branch of AI that enables systems to learn from data.
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A virtual assistant on a smartphone can understand voice commands, answer questions, and set reminders. Which characteristic of AI is demonstrated here?
Reasoning: AI systems can interact intelligently with users and perform tasks based on understanding commands.
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A company wants software that can identify spam emails by learning from previously labeled emails. Which technology is most suitable?
Reasoning: Machine Learning can analyze examples and learn patterns that distinguish spam from legitimate emails.
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Which of the following problems is more suitable for Machine Learning than traditional programming?
Reasoning: Prediction based on historical data is a common Machine Learning application.
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An AI-powered translation application converts spoken English into another language instantly. Which problem is AI helping to solve?
Reasoning: AI can process and understand human language for translation tasks.
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A machine learns to recognize cats and dogs after being shown thousands of labeled images. What enables this learning process?
Reasoning: Machine Learning depends on data examples to identify patterns and make predictions.
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Which statement best describes Artificial Intelligence?
Reasoning: AI focuses on creating systems capable of intelligent behavior.
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A bank uses software to detect unusual transactions that may indicate fraud. Which capability is mainly required?
Reasoning: Machine Learning can identify abnormal patterns in transaction data.
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Which problem would be difficult to solve using simple fixed instructions but suitable for Machine Learning?
Reasoning: Image recognition requires learning complex patterns from large amounts of data.
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A chatbot improves its responses after analyzing thousands of previous conversations with users. This improvement is an example of:
Reasoning: The chatbot learns from past interactions, which is a Machine Learning feature.
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Which of the following tasks is most likely performed by an AI system?
Reasoning: AI is widely used in image analysis and decision-making in healthcare.
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