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Explore a complete real-time IoT architecture in this 19-minute conference talk that demonstrates building a scalable, cloud-native pipeline for streaming IoT data. Walk through the entire data flow from an ESP32 microcontroller publishing environmental sensor data to AWS IoT, through Redpanda Connect into a Redpanda BYOC cluster, and finally into Apache Iceberg for long-term analytical storage. Learn how to query the stored data using Python and perform linear regression with Prophet to forecast future trends. Discover practical insights for designing economical yet powerful IoT solutions that can handle real-time data streaming and predictive analytics. Gain confidence in architecting IoT systems whether you're tracking environmental conditions or building future-focused applications, with hands-on examples of integrating modern data streaming technologies with time series forecasting capabilities.
