NVIDIA-Certified Professional AI Operations

Study for NCP-AIOL with VISI Academy: course-style modules/units generated from our notes, plus progress tracking and saved notes.

Recommended experience

Comfort with Linux basics, containers, and CLI workflows
Familiarity with GPU concepts (CUDA/cuDNN at a high level)
Hands-on experience deploying or operating ML workloads (helpful, not required)

Modules

Course-style structure: categories, modules, and units. Mark units complete to track your progress.

Overview

Start here

0/0 complete · 0%

Start here

Course overview, study workflow, and readiness checklist.

4 units

Open start here

Category

Administration (28%)

0/0 complete · 0%

Fleet Command

Study guide, checklists, and decision points.

4 units

Open module

Slurm clusters

Study guide, checklists, and decision points.

4 units

Open module

Data center architecture for AI

Study guide, checklists, and decision points.

4 units

Open module

Run:ai

Study guide, checklists, and decision points.

4 units

Open module

MIG configuration

Study guide, checklists, and decision points.

4 units

Open module

Category

Workload Management (20%)

0/0 complete · 0%

Kubernetes

Study guide, checklists, and decision points.

3 units

Open module

System management tools

Study guide, checklists, and decision points.

3 units

Open module

BCM and cluster provisioning

Study guide, checklists, and decision points.

2 units

Open module

Category

Install and Deploy (32%)

0/0 complete · 0%

BCM installation and configuration

Study guide, checklists, and decision points.

1 unit

Open module

Kubernetes on NVIDIA hosts via BCM

Study guide, checklists, and decision points.

1 unit

Open module

NGC containers

Study guide, checklists, and decision points.

2 units

Open module

Cloud VMI containers

Study guide, checklists, and decision points.

1 unit

Open module

Storage requirements for AI

Study guide, checklists, and decision points.

2 units

Open module

DOCA services on DPU-Arm

Study guide, checklists, and decision points.

3 units

Open module

Category

Troubleshooting and Optimization (20%)

0/0 complete · 0%

Docker troubleshooting

Study guide, checklists, and decision points.

2 units

Open module

Fabric Manager, NVLink, and NVSwitch

Study guide, checklists, and decision points.

4 units

Open module

BCM troubleshooting

Study guide, checklists, and decision points.

1 unit

Open module

Magnum IO troubleshooting

Study guide, checklists, and decision points.

3 units

Open module

Storage performance troubleshooting

Study guide, checklists, and decision points.

2 units

Open module

Category

Cognition, Planning, and Memory (10%)

0/0 complete · 0%

AI systems in production

Study guide, checklists, and decision points.

3 units

Open module

Category

Quick Reference

0/0 complete · 0%

Command cheat sheets

Study guide, checklists, and decision points.

6 units

Open module

Category

Exam tips

0/0 complete · 0%

Strategy and memory tricks

Study guide, checklists, and decision points.

3 units

Open module