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Questions and Answers
What is the main goal of unsupervised learning?
What is the main goal of unsupervised learning?
- To optimize a system's performance by trial and error
- To discover hidden patterns or structures in data (correct)
- To make predictions or estimates based on input data
- To classify data into predefined categories
Which type of learning focuses on automating repetitive tasks to increase efficiency?
Which type of learning focuses on automating repetitive tasks to increase efficiency?
- Unsupervised learning
- Semi-supervised learning
- Reinforcement learning
- Supervised learning (correct)
What distinguishes reinforcement learning from other types of learning?
What distinguishes reinforcement learning from other types of learning?
- It does not require training data
- It relies on labeled data for training
- It aims to discover hidden patterns in data
- It learns from feedback through rewards and punishments (correct)
Which algorithm is commonly used for making predictions in supervised learning?
Which algorithm is commonly used for making predictions in supervised learning?
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What is a key characteristic of deep learning?
What is a key characteristic of deep learning?
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Which type of learning enables computers to learn from data and improve their performance without being explicitly programmed?
Which type of learning enables computers to learn from data and improve their performance without being explicitly programmed?
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What is the primary focus of unsupervised learning?
What is the primary focus of unsupervised learning?
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Which algorithm is commonly used for making predictions in supervised learning?
Which algorithm is commonly used for making predictions in supervised learning?
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What distinguishes reinforcement learning from other types of learning?
What distinguishes reinforcement learning from other types of learning?
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What is a key characteristic of deep learning?
What is a key characteristic of deep learning?
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