Exploring the IoT and TinyML with Blues Wireless
Monday, July 25, 2022 - 1:00 PM UTC, for 4 hours.
AT THAT (In-Person Only) Workshop (pre-conference)
Machine Learning and the IoT are a match made in heaven. After all, IoT devices collect mountains of sensor data, what better way to uncover insights and actions than through sophisticated, modern computing methods like ML and AI? The problem is, leveraging ML with IoT has historically meant backhauling all your sensor data to the Cloud. When the cloud is involved, security is a concern, and in the realm of IoT, security is often a dirty word. In this workshop, you’ll learn how to leverage the power of Machine Learning on Edge Devices and build secure, cloud-independent IoT applications using the Blues Wireless Notecard. Attendees will have a chance to get hands-on with Blues tools and services and will walk away with Blues products and custom-built hardware ready for independent exploration of the IoT and TinML world.
- Session 1: Introducing the Blues Wireless Ecosystem - Lab 1: Claiming your first Device - Session 2: Working with Sensors and Actuators to collect data - Lab 2: Working with Sensor Data - Session 3: Why ML and the IoT - Session 4: ML at the Edge with Single Board Computers (SBCs) - Lab 3: Building ML Models for Edge Inferencing - Lab 4: Inferencing on SBCs - Session 5: ML at the Edge with Microcontrollers (MCUs) - Lab 5: Building ML Models for Microcontrollers - Lab 6: Inferencing on MCUs
Some experience with Python, ML with TensorFlow, and Arduino is nice, but not required.