Curriculum

Three levels. One path.

142+ lessons that take you from "what is a token" to shipping production AI agents. Pick where you are. Move at your own pace. Always free.

Beginner

Start Here

Start from zero and learn the durable AI/LLM foundations, tools, prompting, and model-selection skills

4-5 weeks
31 lessons
What you'll learn:
  • 1
    Foundations
  • 2
    AI Fundamentals
  • 3
    Prompt Mastery
  • +
    2 more modules

Intermediate

Build real AI apps with transformers, RAG, structured outputs, agents, MCP, workflows, and evals

7-9 weeks
44 lessons
What you'll learn:
  • 1
    Foundation of Transformers
  • 2
    Modern LLM Architectures
  • 3
    LangChain & Frameworks
  • +
    6 more modules

Advanced

Ship production agentic systems, train/customize models, secure them, observe them, and run modern inference

14-16 weeks
67 lessons
What you'll learn:
  • 1
    Advanced Transformer Concepts
  • 2
    Modern Architectures
  • 3
    Foundation Model Training
  • +
    9 more modules