Azure IoT Edge-based edge analytics architecture

For more advanced edge analytics applications, such as those requiring a vendor-specific machine learning algorithm, then a platform such as Microsoft Azure IoT Edge is desired. What exactly is Microsoft Azure IoT Edge, and why would we use it? Before we can answer these questions, let's take a look at Microsoft Azure IoT.