Using Microchip’s Machine Learning Development tool, we’ll walk through the complete ML workflow live: collecting data, extracting relevant features from time-variant signals, training a model, and deploying it straight onto embedded hardware.

The goal

To show you just how fast and easy it is to get a working ML model running at the edge with Microchip’s tools - from raw data to real-time validation on real hardware, all in one session.

Why this workshop shouldn't be missed

This session shows the full machine learning journey in one sitting — from raw sensor data to a live model running on real hardware. It’s a guided demo, so no coding is required to follow along. You’ll see a model actually deployed in real time, not just simulated, giving you a concrete sense of how fast and approachable ML at the edge really is.