Status: Planned
Prerequisites
Track 01 or equivalent experience with microcontrollers.
Units
- RTOS fundamentals for AI tasks
- TensorFlow Lite for Microcontrollers
- Edge Impulse workflow: collect → train → deploy
- Quantization and pruning strategies
- Interrupt-driven sensor pipelines
- Power budgeting for always-on inference
- OTA model updates
- UART / I2C / SPI for sensor integration
- Benchmarking: latency, accuracy, power
- Capstone: always-on keyword spotter on ESP32