Edge AI with React and WebAssembly
Run lightweight AI/ML models directly in the browser at the edge.
Level: IntermediateDuration: 12–16 hFormat: Video + labs
$4,700USD
What you will learn
- ONNX.js / TensorFlow.js
- WASM acceleration
- Offline inference
Curriculum
Module 1 — Runtime
- TF.js vs ONNX.js
- Model formats
- Perf budget
Module 2 — Inference
- In-browser pipelines
- Workers
- Caching
Module 3 — Security
- Model tamper
- Licensing
- Minimal telemetry
What’s included
- Starter kits
- Bench scripts
Outcomes
- Local inference PoC in the browser
Projects
- On-device classification demo
Prerequisites
- React
- Some ML background
Certificate
Certificate of Completion