Learn AI by building real systems.
Interactive learning paths that take you from prompts to production — with code-graded challenges, real model calls, and a CertQuests-backed credential at the end.
- lessons
- 62
- paths
- 6
- careers
- 10
- glossary terms
- 50
Challenge: write a prompt that extracts a person's name and email from free-form text. Output strict JSON. Add at least one negative constraint.
Learning paths.
Each path culminates in a real artifact you can ship — and a certification track on CertQuests.
Prompt Engineering
Make any LLM do what you actually want.
- Write prompts that produce structured, reliable output
- Apply role, context, examples, and constraints with confidence
- Evaluate prompt quality with rubrics and test sets
LLMs & Transformers
See inside the model — without the math wall.
RAG & Vector Databases
Make models answer from your data, not their guesses.
Fine-tuning & Adaptation
When prompting isn't enough.
Deployment & MLOps
Get your model off the laptop and into production.
AI Engineering Foundations
The shortest path from software engineer to AI engineer.
AI Agents
Make models that decide, plan, and act — not just answer.
What you'll be qualified for.
10 roles. Realistic salary ranges, the skills they actually want — no inflated numbers.
Prompt Engineer
Make LLMs reliable enough to ship.
Salary EU
€55k–€130k
Demand
High demand
ML Engineer
Take models from notebook to production.
Salary EU
€65k–€160k
Demand
Extreme demand
MLOps Engineer
Keep models healthy, fast, and cheap in prod.
Salary EU
€70k–€170k
Demand
High demand
AI Researcher
Push the frontier — and write papers that survive.
Salary EU
€80k–€250k
Demand
Growing
AI Security Specialist
Red-team and harden AI systems before someone else does.
Salary EU
€75k–€180k
Demand
High demand
Applied GenAI Engineer
Ship GenAI features users actually love.
Salary EU
€60k–€150k
Demand
Extreme demand
Why learn AI now.
Three honest charts. The job market is real, the skill mix is shifting, and the salary delta isn't a rumor.
AI/ML job postings on EU job boards (indexed: 2020 = 8, 2026 = 100).
Sources: aggregated from public EU job boards (2020 baseline). Indexed for clarity.
Built by engineers who actually ship.
What learners say after their first path.
"I tried Brilliant, Coursera, and a stack of YouTube playlists. This was the only thing that got me from "I have read about RAG" to "I shipped a RAG bot in production"."
Léa M.
Backend engineer → Applied GenAI
Prompt Engineering + RAG
"The MLOps path didn't waste my time on basics I already knew. Straight to autoscaling, vLLM, drift detection. Passed the cert on CertQuests one week after finishing."
Alex T.
DevOps → MLOps
Deployment & MLOps
"Finally, an AI course that doesn't pretend the math is easy and doesn't make it scarier than it is. The structured CoT lesson alone changed how I write prompts at work."
Priya K.
Data analyst → ML Engineer
AI Engineering Foundations
47k
Active learners
2.1M
Lessons completed
8.4k
Certificates earned
78%
Cert pass rate after path
Free during launch.
Every feature, open to everyone — no card, no trial, no quota. Paid plans land later.
Everything, free
- All 6 learning paths (62 lessons)
- Mira AI tutor on every lesson
- Certificates of completion
- Spaced-repetition review
- Career roadmaps for 10 roles
Early sign-ups get a launch discount when paid plans arrive.
Stop reading about AI.
Start shipping with it.
Lesson 1 takes 8 minutes. By tomorrow you'll have a streak.