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Edge AI: Running Models on Constrained Hardware
Edge AI: Running Models on Constrained Hardware
Admin AI Web
Original price was: $73.40.Current price is: $65.80.
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Edge AI: Running Models on Constrained Hardware
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Edge AI: Running Models on Constrained Hardware

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Original price was: $73.40.Current price is: $65.80.

Deploy AI models to phones, microcontrollers, and edge devices where cloud connectivity is limited.

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Edge AI is where the next wave of AI applications will happen. This course covers model compression, mobile deployment with TensorFlow Lite and ONNX, and real-world edge deployment patterns.

✅ What’s Inside:

  1. Why Edge AI Matters
  2. Model Size vs Accuracy Trade-offs
  3. Quantization Techniques
  4. Weight Pruning
  5. Knowledge Distillation
  6. TensorFlow Lite Workflow
  7. ONNX Runtime
  8. Mobile Deployment on iOS/Android
  9. Raspberry Pi Inference
  10. Microcontroller AI
  11. Power Consumption Optimization
  12. Project: Deploy a Vision Model to Mobile
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