Learning Tracks
Structured paths from fundamentals to advanced topics, with hands-on projects tied to your infrastructure.
Model Selection & Evaluation
beginnerUnderstand model tradeoffs, read benchmarks critically, and design multi-model routing strategies.
Prompt Engineering
beginnerFrom basic prompts to advanced system prompt design — learn to communicate effectively with AI models.
Agentic Workflows
intermediateBuild AI systems that act autonomously — from single-step tools to multi-stage pipelines with decision loops.
Requires: prompt-engineering
MCP Integration
intermediateMaster the Model Context Protocol — from understanding the spec to building servers and orchestrating multi-agent systems.
Requires: agentic-workflows
RAG Systems
intermediateBuild Retrieval Augmented Generation pipelines — from understanding embeddings to building and evaluating production RAG systems.
Requires: prompt-engineering