AI Infrastructure
AI-HW
AI Infrastructure Hardware, Optical Fabrics & Accelerated Compute
GPU clusters, FPGA accelerators, optical interconnects & HPC for next-gen AI.
Training on GPU clusters, FPGA accelerators, optical interconnects and HPC systems powering next-generation AI data centres and cloud infrastructure deployments.
CUDAFPGARDMAHPCKubernetes
$110B
India AI Infra by 2030
3x
GPU Demand Growth
Focus areas
What you'll work on
- AI accelerator architecture (GPU/FPGA/ASIC)
- Optical fabric and high-speed interconnect design
- GPU cluster architecture and deployment
- HPC systems design and optimization
- AI data center infrastructure planning
- Parallel computing and workload distribution
- High-performance storage and memory systems
- Performance tuning and scalability optimization
Equipment & toolchain
Industry-grade infrastructure
- GPU workstations and servers
- FPGA development boards
- Optical switches and interconnect modules
- RDMA-enabled networking systems
- HPC cluster simulation tools
- High-speed storage systems (NVMe arrays)
- Network analyzers and benchmarking tools
- AI model training and inference platforms
Learner outcomes
Skills & certifications you walk away with
- CUDA programming and GPU optimization
- AI cluster setup and configuration
- RDMA and high-speed networking expertise
- Optical fabric configuration and tuning
- AI workload benchmarking and profiling
- HPC system administration skills
- Distributed computing frameworks (MPI, Kubernetes)
- End-to-end AI infrastructure deployment capability
Industry partners
Where this lab places talent
Data centers and hyperscalersAI/ML product companiesCloud service providersGovernment AI missions and digital infrastructureSemiconductor and hardware companiesResearch labs and supercomputing centersEnterprise AI deployment organizations
Curriculum
Auto-graded MCQ at end of every module2 modules
Module 1
Quiz · 4 Qs · pass 70%Foundations of AI-HW
Theory primer, vocabulary and equipment walkthrough for AI Infrastructure Hardware, Optical Fabrics & Accelerated Compute.
4h · 4 lessons
Welcome to AI-HW — Lab Overview
VIDEO · 10m
Domain Primer (reading)
TEXT · 14m
Equipment & Toolchain (reading + handbook)
TEXT · 12m
Reference Handbook (PDF)
PDF · 20m
Module 2
Quiz · 3 Qs · pass 70%Hands-on Project — AI-HW
Guided micro-project mirroring a real AI Infrastructure Hardware, Optical Fabrics & Accelerated Compute industry brief.
8h · 3 lessons
Project Brief
TEXT · 10m
Build Walkthrough
VIDEO · 22m
Submission Checklist (PDF)
PDF · 6m