Module 01Locked
Accelerator Architectures
GPU, FPGA, ASIC — what wins, when.
3 lessons
0% complete
LAB 05
AI Infrastructure Hardware, Optical Fabrics & Accelerated Compute
GPU/FPGA/ASIC accelerators, optical interconnects, RDMA networks and AI-grade datacenter design.
$110BIndia AI Infra Investment 2030
3xGPU Demand Growth 2025
Start here
Enrol to unlock 12 lessons across 4 modules.
Curriculum
4 modules
Module 02Locked
CUDA & GPU Programming
Write fast kernels and prove it with the profiler.
3 lessons
0% complete
Module 03Locked
Cluster Networking & Optical Fabrics
RDMA, InfiniBand, and the optical layer underneath.
3 lessons
0% complete
Module 04Locked
Cluster Operations
Slurm, Kubernetes, and observability for AI workloads.
3 lessons
0% complete
Your learning journey
Six steps from enrolment to certificate.
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
Final assessment
60 min · 30 questions · pass mark 70% · 3 attempts · unlocks certificate