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 HereStart from zero and learn the durable AI/LLM foundations, tools, prompting, and model-selection skills
4-5 weeks
31 lessons
What you'll learn:
- 1Foundations
- 2AI Fundamentals
- 3Prompt 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:
- 1Foundation of Transformers
- 2Modern LLM Architectures
- 3LangChain & 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:
- 1Advanced Transformer Concepts
- 2Modern Architectures
- 3Foundation Model Training
- +9 more modules