Learning Paths

Roadmaps for ML systems internals

Follow ordered tracks through transformer systems and AI agent frameworks. Each roadmap connects lessons, review decks, skill paths, and courses into one navigable catalog.

Official Collection

Guided tracks

2 roadmaps

This roadmap organizes the local ML learning catalog.

Roadmap Beginner To Advanced on AI Agents

AI Agent Frameworks

A roadmap for learning coding-agent architecture through OpenHands internals, from core concepts through event streams, tool calls, controller state, runtime execution, memory, and microagents.

  • 20 catalog items
  • 5 modules
  • 3 coverage levels
Explore roadmap

This roadmap organizes the local ML learning catalog.

Roadmap Intermediate To Expert on Transformer Systems

Transformer Systems The Hands-On Way

A Docker-style roadmap for learning transformer systems from sequence-modeling foundations to efficient LLM serving, generated from the Global Dependency DAG.

  • 37 catalog items
  • 7 modules
  • 3 coverage levels
Explore roadmap