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Level 2 · Intermediate Intermediate

Goal: move beyond the hello-world pipeline — build real audio and vision applications on microcontrollers, design proper datasets, and shrink models further with pruning, distillation, and quantization-aware training.

Modules

  1. Audio Wake Words & Keyword Spotting
  2. Image Classification on Microcontrollers
  3. Edge Impulse End-to-End Workflows
  4. Data Collection & Dataset Design
  5. Model Pruning & Knowledge Distillation
  6. Quantization-Aware Training
  7. ESP32-CAM Vision Projects
  8. Person Detection (Visual Wake Words)
  9. Optimizing Memory & Latency on MCUs
  10. Project — Voice-Controlled Device

Content status

Level 2 module content is being written — every page below has its scope defined and will be filled in next. Level 1 is complete and is the prerequisite for everything here.