AI For All · Training Programme · Part 3 of 4

Data-Centre-Grade AI-HPC Server

Train and deploy on enterprise, data-centre-grade AI-HPC infrastructure — the same class of hardware used in industry. Understand AI model training at massive scale, and production deployment methods like Docker & Kubernetes.

What you'll learn on the server
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Train at massive scale

Multi-GPU training on data-centre-grade hardware.

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Production deployment

Package & ship models with Docker & Kubernetes.

GPU & CUDA

GPU vs CPU, CUDA, VRAM, NVLink — how AI hardware really works.

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Experiment & serve

Experiment tracking, model serving (Triton / TorchServe) & monitoring.

Explore the infrastructure
🖥️ The AI-HPC Server

GPU/CUDA, VRAM, NVLink — data-centre-grade hardware & what students build on it.

See the server →
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