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NVIDIA-Certified Professional: AI Infrastructure (NCP-AII) Syllabus

System and Server Bring-Up

Installing and validating GPU servers, firmware, management interfaces, power, cooling and cabling.

31%
Weight
23
Questions
31
Marks

Deployment sequence and topology

  • Deployment and validation sequence
  • Network topologies for AI factories
  • Cable types and transceivers
  • Third-party storage initial parameters

Management and firmware

  • BMC and out-of-band management configuration
  • TPM initial configuration
  • Firmware upgrades on NVIDIA HGX systems
  • Fault detection during upgrades

Hardware installation and validation

  • Installing physical GPUs
  • Installing GPU-based servers and using NVIDIA SMI
  • Validating power and cooling parameters
  • Validating installed hardware
  • Validating hardware operation for workloads

Physical Layer Management

Configuring BlueField network platforms and Multi-Instance GPU.

5%
Weight
4
Questions
5
Marks

BlueField network platform

  • Configuring BlueField DPUs
  • Managing BlueField firmware and software
  • BlueField operating modes
  • Verifying BlueField network configuration

Multi-Instance GPU

  • Enabling MIG mode
  • Creating MIG instances and profiles
  • MIG for AI workloads
  • MIG for HPC workloads

Control Plane Installation and Configuration

Installing Base Command Manager, the OS, Slurm and container tooling, and GPU and DOCA drivers.

19%
Weight
14
Questions
19
Marks

Cluster management

  • Installing and configuring Base Command Manager
  • Verifying BCM high availability
  • Operating system installation
  • Configuring categories and interfaces

Workload stack

  • Installing Slurm
  • Enroot and Pyxis for containers in Slurm
  • NVIDIA Container Toolkit
  • Using NVIDIA GPUs with Docker
  • Installing the NGC CLI

Drivers

  • Installing NVIDIA GPU drivers
  • Installing DOCA drivers
  • Updating and removing drivers
  • Verifying driver versions

Cluster Test and Verification

Validating nodes, cabling, firmware, fabric bandwidth and storage with stress and burn-in tests.

33%
Weight
25
Questions
33
Marks

Single-node validation

  • Single-node stress tests
  • Running HPL
  • Single-node NCCL including NVLink Switch verification
  • ClusterKit multifaceted node assessment

Cabling and firmware verification

  • Signal quality checks on cables
  • Confirming correct cabling
  • Switch firmware and software
  • BlueField-3 firmware and software
  • Transceiver firmware

Multi-node and burn-in testing

  • NCCL east-west fabric bandwidth
  • NCCL burn-in
  • HPL burn-in
  • NeMo burn-in
  • Storage testing

Troubleshooting and Optimization

Diagnosing and replacing faulty components and optimizing server and storage performance.

12%
Weight
9
Questions
12
Marks

Hardware faults

  • Identifying GPU, fan and network card faults
  • Identifying faulty cards, GPUs and power supplies
  • Replacing faulty components
  • Post-replacement validation

Optimization

  • Performance optimization on AMD servers
  • Performance optimization on Intel servers
  • Storage optimization
  • Using diagnostics such as DCGM

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Learning Progress

System and Server Bring-Up 85%
Physical Layer Management 92%

Practice Test Scores

95%
Latest Score
Above passing threshold

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