Not sure where to start with AI?
Pick your goal, and we'll map the road — from your first step to building real projects and proving your skills.
This is the Path — a guided journey to AI engineer. Want to browse concepts freely?The Knowledge Map →
THE THREE PATHS
Choose your road
Each path has a clear goal — and we tell you when to choose it and when not to.
Beginner → Intermediate
AI BuilderTurn your idea into a working AI feature.✓Choose it if: You can code and want to ship an AI feature fast.
✗Don't if: You want to understand systems deeply from the inside.
IntermediateFLAGSHIP
AI EngineerLearn to build real AI systems, not just demos.✓Choose it if: You can code and want to build production systems.
✗Don't if: You're still learning to program from scratch.
Advanced
Agentic AI EngineerFrom AI applications to autonomous systems.✓Choose it if: You've built AI systems and want to specialize in agents.
✗Don't if: You haven't worked with LLM APIs or RAG yet.
COMPARE THE PATHS
| Criterion | AI Builder | AI Engineer | Agentic |
|---|---|---|---|
| Goal | AI features | AI systems | Autonomous agents |
| Level | Beginner–Int. | Intermediate | Advanced |
| RAG | Basic | Deep | Assumed |
| Agents | — | Deep | Specialty |
| MCP | — | Intro | Full |
| Evaluation | Basic | Deep | Non-deterministic |
| Production | — | Yes | Production agents |
| Capstone | A project | Full system | Multi-agent |