Learn by doing.
Ordered paths and tested guides. Pick a route, then follow it.
Paths
- I want to learn AI A clear path from 'what even is this' to making real things, no CS degree required.
- I'm a developer Ship faster with AI in your actual workflow, from autocomplete to agents.
- I'm a product manager Enough literacy to spot the right use cases and ship AI features that hold up.
- I run a business Cut through the hype and find where AI actually moves the needle for you.
- I want to understand agents From 'what is an agent' to the patterns behind ones that actually work.
- I want to understand how LLMs work Tokens, training, context windows, and why they hallucinate, in plain English.
- I want to connect AI to my own data (RAG) Retrieval-augmented generation, so the model answers from your docs, not just its training.
- I want to automate work with AI Wire AI into real tasks and processes, not just one-off chats.
- I want to build with Claude Go beyond chat with Claude projects, skills, and the Agent SDK.
- I want to code with AI From fast vibe coding to spec-driven development, the workflow for shipping real software with AI.
- I want to become an AI engineer The systems thinking behind production AI: inference mechanics, RAG, evals, observability, and what actually breaks in production.
- I want to learn machine learning From the intuition to the math: how machines actually learn, and how to build it yourself.
Guides
- AI Engineer Fundamentals Harness engineering, inference mechanics, RAG, evals, observability, and what actually breaks in production
- Master AI Without Coding: The Complete Guide The fundamentals you need to know to start your journey on AI
- Vibe Coding: From Zero to Hero Master AI-powered development and transform your coding workflow
- Git Fundamentals What you need to know to stop breaking things