Welcome to part eleven of our AI Powered Christmas Tree Series! The goal of this series is to serve as a guide for you to build your own AI powered Machine Learning Christmas Tree, thanks to the Arduino Portenta X8 SoM and Edge Impulse AI Platform. In this tutorial, you will be creating a Python app to manage the MQTT signals, which control turning your Christmas Tree lights on/off.