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Edge AI Course

Edge AI Course
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

The Edge AI Course equips you with practical skills to build, optimise, and deploy audio event detection models directly on devices. You will learn robust data preparation, augmentation, and labelling, design compact architectures, and apply pruning, quantisation, and distillation. The course also covers on-device pipelines, power management, realistic testing, monitoring, and safe post-deployment updates so your models stay efficient and reliable in real use.

Elevify advantages

Develop skills

  • Design edge audio models: build compact CNNs and transformers for on-device AI.
  • Optimise inference on hardware: use accelerators, batching, and power-saving tricks.
  • Prepare robust audio data: clean, label, and augment clips for edge event detection.
  • Quantise and compress models: apply pruning, distillation, and runtime toolchains.
  • Test in the wild: run A/B tests, monitor latency, and safely roll out updates.

Suggested summary

Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of valuable information.
WiltonCivil Firefighter

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