Every concept is something you can click, drag and break — no hand-waving, no walls of text. Pick where you're headed. Both are 100% free, work offline, and were built from scratch.
Zero → senior AI/ML engineer across 10 phases: Python, the math (as pictures), classic ML, deep learning, transformers, LLMs & RAG, MLOps, and agentic systems — design, train, deploy, operate.
Prep for Anthropic's CCA-Foundations exam: the agent loop, tool & MCP design, Claude Code workflows, prompt engineering and context management — all 5 domains as playable explainers.
New here? The AI/ML roadmap assumes no prior ML. The Architect track assumes you already build with LLMs.