Log in
Choose your language

Edge AI Course

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

What will I learn?

Gain hands-on expertise in creating, fine-tuning, and launching audio event detection models right on edge devices. Master strong data handling, enhancement, and annotation techniques, craft slim model designs, and implement model slimming via pruning, quantisation, and knowledge distillation. Explore device-side processing flows, energy optimisation, practical evaluations, oversight, and secure updates post-launch to keep models performing well in actual scenarios.

Elevify advantages

Develop skills

  • Design efficient edge audio models using compact CNNs and transformers for device deployment.
  • Optimise model inference on limited hardware with accelerators, batching, and energy-saving methods.
  • Prepare reliable audio datasets by cleaning, labelling, and augmenting for edge-based event spotting.
  • Compress and quantise models through pruning, distillation, and on-device runtime frameworks.
  • Conduct real-world testing with A/B trials, latency checks, and safe deployment 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 of 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 rich information.
WiltonCivil Firefighter

FAQs

Who is Elevify? How does it work?

Do the courses have certificates?

Are the courses free?

What is the course workload?

What are the courses like?

How do the courses work?

What is the duration of the courses?

What is the cost or price of the courses?

What is an EAD or online course and how does it work?

PDF Course