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Real-Time Sensor Monitoring Dashboard using Ultrasonic and DHT11 sensors, with data visualization on Ubidots via MQTT. Monitor environmental parameters like distance, temperature, and humidity in real-time. Perfect for IoT applications, smart homes, and environmental monitoring.
This project is an IoT-based weather monitoring and prediction system that collects real-time temperature and humidity data using a NodeMCU (ESP8266) and a DHT11 sensor, logs it to a CSV file via a Python script, and uses machine learning(RandomForestRegressor) to predict future weather conditions.