// hands-on. no video. learn by doing.
Get good at
Applied AI
by building, not watching.
Bite-sized hands-on labs, deep-but-short guides, and real exam simulators for AI infrastructure and applied AI engineering. Real environments. Free to start.
no GPU · no cloud account · runs in your browser · free to start
Tools & platforms you'll actually use
// hands-on labs
Real environments. One task at a time.
Each lab is one concrete task, ~15 minutes, in a real Linux/Kubernetes box. Read the short guide, do the lab, get auto-checked. No GPU or cloud account required to start.
// guides
Concept first. Then you build it.
Short reads (~4 min) that explain the idea big-picture-first — then send you straight into the matching lab. Text and diagrams, never a 40-minute video.
// exam simulator
Drill the cert, the real way.
Scenario + recall questions, instant scoring, an explanation after every answer. Below is a free sample from the NVIDIA NCA-AIIO (AI Infrastructure & Operations) bank.
New to this? Do the labs first. The NCA-AIIO is NVIDIA's entry-level cert for AI infra & ops — a résumé line, best paired with the hands-on labs and a portfolio.
// stay in the loop
New labs & exam banks, first to your inbox.
One email when a new lab, guide, or exam sim ships. No spam, no drip funnel.
Built in public · @vibegen.id