In this seminar we will describe how Artificial Intelligence algorithms can be integrated in IoT devices. The STM32 Open Development Environment (STM32 ODE) will be described first. It is an open, flexible, easy and affordable way to develop innovative devices and applications based on the STM32 32-bit microcontroller family combined with other state-of-the-art ST components connected via expansion boards. It enables fast prototyping with leading-edge components that can quickly be transformed into final designs. Then we will describe how to embed Artificial Intelligence algorithms, e.g., Neural Network using the STM32CubeMX.AI tool. At the end, some practical examples will be shown too.