A structured curriculum with hands-on exercises, real-world scenarios, and instant feedback.
26 Modules
From SQL fundamentals to ML pipelines, GenAI, RAG, and AI Agents. Three complete learning tracks.
Interactive Exercises
Write and execute real SQL and Python in-browser. Instant feedback powered by DuckDB WASM.
Visual Diagrams
Learn system design with interactive architecture diagrams, data flow patterns, and real-world case studies.
Gamification
Earn XP, unlock badges, climb the leaderboard, and maintain your learning streak.