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الدرس 3 · صف 8+
Three ways of learning
📖 الدرس
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🎯 اختبار — اختر الترجمة
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✅ أُنجز الدرس
Machines learn three ways. Supervised — "with a teacher": examples with answers (photo → "cat/dog"). Unsupervised — "without a teacher": the system groups similar things itself (customers by interests). Reinforcement — "by experience": an agent tries actions and gets rewards — that is how AlphaGo beat the Go world champion.
- ●Supervised: speech recognition, image diagnosis
- ●Unsupervised: recommendations, clusters, anomalies
- ●Reinforcement: games, robots, traffic control
🎯 Data beats algorithm: bad data → bad AI. Collecting and labeling data is its own profession.