FlashFlood Forecaster is an IoT system that predicts and detects flash floods using sensors and provides real-time alerts, with data stored and visualized on ThingSpeak.
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Updated
Dec 8, 2024 - C++
FlashFlood Forecaster is an IoT system that predicts and detects flash floods using sensors and provides real-time alerts, with data stored and visualized on ThingSpeak.
Capstone project from Google Advanced Data Analytics Certificate. - 14,999 employees analyzed - Random Forest + SMOTE, 98% accuracy, ROC-AUC 0.997 - Top driver: satisfaction_level, tenure (3-year cliff), workload
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