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This Arduino-based smart system monitors environmental conditions using PIR, DHT, and LDR sensors. It uses a regression model to analyze sensor data and make intelligent decisions for controlling appliances via a relay module. The system enables energy-efficient automation by predicting and responding to real-time conditions.