Free course13 modules
Edge AI & Private Inference for Enterprise
Deploy AI where the data lives
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Built for CTOs, architects, product leaders, security engineers at enterprises deploying local AI
What you'll learn
Browser AI — run Gemma 4 E2B in a browser tab via WebGPU with zero server costs
Quantisation — GPTQ, AWQ, GGUF and how to fit models on any hardware
On-device deployment — macOS Metal, iOS CoreML, Android MediaPipe, Windows CUDA
Hybrid architectures — route simple queries locally, complex queries to cloud with PII sanitisation
Privacy patterns — the gateway, federated RAG, and compliance mapping for GDPR/HIPAA/ITAR
Offline-first AI — serving the 80% of workers without reliable internet
13 modules
We'll design and deploy a private inference architecture for your organisation — browser, desktop, or on-prem — so your data never leaves your environment.
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