Free · Code-first · Certification-aligned

From zero to real AI systems

No fluff, no paywall. Every module ships with runnable code, every course builds one real production system — and maps to an industry certification blueprint.

100%free to read, forever
14modules in the first course
0GPUs required — hosted NIM endpoints
1real system built end to end

Why these courses

Made for developers, not for slideshows

⌨️

Code-first

Every concept comes with code you can run on a laptop. Each course has a companion GitHub repo with tested, version-pinned labs.

🎯

Certification-aligned

Courses map to official exam blueprints, objective by objective — learn real skills and walk into the exam ready.

🧵

One system, end to end

Instead of toy snippets, each course builds a single production-grade project across all its modules — from first API call to deployed, monitored service.

The catalog

Courses

One course is in production right now. More will join the catalog later — subscribe to hear about them first.