Explain the difference between Supervised, Unsupervised, and Reinforcement Learning.

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Aravind 2025-02-28T15:10:26+00:00 1 Answer 7 views
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  1. Akshathadabbara
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    2025-02-28T15:17:02+00:00
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    Type Description Example
    Supervised Learning Learning from labeled data (input-output pairs) Spam detection, fraud detection
    Unsupervised Learning Learning patterns in unlabeled data Customer segmentation, anomaly detection
    Reinforcement Learning Learning by interacting with an environment and receiving rewards/penalties Game playing (e.g., AlphaGo), robotics

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