Explain Machine Learning Concept Simply

Category: AI & Machine Learning

Explain the machine learning concept of '[ML Concept Name]' (e.g., 'overfitting', 'gradient descent', 'cross-validation', 'reinforcement learning') in simple terms. Use an analogy if possible, and describe why it is important in ML.
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