YOUR LEARNING JOURNEY
A little further
every day.
Every checked answer and completed chapter adds up.
LEVEL 1
Apprentice
0 / 50 XP to level 2
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Your courses
Foundations: Python, Git and tools
0 of 48 lessons · 0 of 8 challenges
Math for AI
0 of 42 lessons · 0 of 7 challenges
Machine learning
0 of 60 lessons · 0 of 10 challenges
Deep learning and neural networks
0 of 48 lessons · 0 of 8 challenges
LLMs
0 of 60 lessons · 0 of 10 challenges
AI engineering and inference
0 of 54 lessons · 0 of 9 challenges
RAG and vector search
0 of 42 lessons · 0 of 7 challenges
Agents, MCP and skills
0 of 36 lessons · 0 of 6 challenges
System design
0 of 72 lessons · 0 of 12 challenges
Achievements 0/10
- First stepComplete any lesson.
- PerfectionistEarn 3 stars on a lesson: no hints, first try.
- Flawless fiveEarn 3 stars on five lessons.
- Chapter clearFinish all six lessons of a chapter.
- Boss slayerPass a chapter challenge.
- Hat trickLearn three days in a row.
- Week warriorLearn seven days in a row.
- ExplorerComplete lessons in three different courses.
- First callComplete F8.1: your first real LLM request.
- Pit crewComplete F8.5: survive a flaky server with smart retries.
Chapter badges
Finish a chapter challenge to earn your first badge.
XP is awarded once per lesson (20, plus 5 per extra star) and chapter challenge (40, plus 10 per extra star). Practice can improve your stars. Levels need 50 × (level − 1)² XP. Streaks count days with a completed lesson. Guest progress stays in this browser; signing in imports it into your account when the backend is available.