Tracks

AI Engineering Roadmap

AI Engineering

GenAI & LLM engineering — Python for AI, prompts, RAG, agents, memory, voice, MCP, evals, guardrails. Theory, free resources and a build project in every chapter.

10 chapters

  1. 01AI Engineering Roadmap
  2. 02Advanced Python for AI
  3. 03How LLMs Work
  4. 04Prompt Engineering
  5. 05LLM APIs and Local Models
  6. 06Retrieval-Augmented Generation (RAG)
  7. 07AI Agents and LangGraph
  8. 08Agent Memory
  9. 09Voice, Multimodal, MCP and Agent SDK
  10. 10Production AI: Evals, Observability, Guardrails, Serving