Learning paths

Start with the AI Literacy Core, then choose a path. Take any track in any order you like. 7 tracks open now, 22 on the way.

Every core track

See them all, or pick a path to see its stages. Take any track in any order. Specializations have their own page.

Start here · AI Literacy Core

Recommended for everyone, in this order. Finish them all to earn the AI Literate badge.

FoundationsBeginner

The honest mental model every AI skill is built on.

5 lessons

ModelsBeginner

What you are using, what it can do, who controls it, how big it is, how to choose.

5 lessons

Prompt EngineeringBeginner

Write it well, shape it, make it reliable, scale it up, prove it.

5 lessons

How Media Models WorkBeginner

How images, video, voice and music get made, and how to tell.

5 lessons

AI in SocietyBeginner

Bias, privacy, copyright, deepfakes, work, and using AI responsibly.

7 lessons

Claude

The Claude skill path: the chat surface, the file agent, and the terminal, in the order they build on each other.

Using ClaudeIntermediate

From chatting to delegating, one capability at a time.

12 lessons

Claude CoworkBeginner

Hand off file work and review what comes back.

Claude Code 101Beginner

Your first real session in the terminal.

Claude Code in ActionIntermediate

Real workflows on a real codebase.

AI Fluency

Get fluent with Claude itself, whether you use it, teach it, or run a team on it.

AI Fluency for EducatorsBeginner

Use it well in your own teaching practice.

AI Fluency for Small BusinessesBeginner

Put it to work in a business that has no AI team.

AI Fluency for NonprofitsBeginner

Stretch a small team further, on a nonprofit budget.

Foundational Knowledge

How the technology actually works, before any product sits on top of it.

Inside the TransformerIntermediate

Open the hood: attention, layers, and why next-chunk prediction works.

6 lessons

Data for AIBeginner

Where AI's data comes from, and why quality decides everything.

AI AgentsIntermediate

What it is and when not to, how it acts, what it carries, how to bound it, how to debug it.

Developer Deep-Dive

Build on the API, live in Claude Code, and package what you know as skills.

Building with the Claude APIIntermediate

From first call to a working integration.

Introduction to Agent SkillsIntermediate

Package a procedure once and let every agent use it.

Product Training

One product, end to end.

MCP: IntroductionIntermediate

The protocol that connects a model to your tools and data.

MCP: Advanced TopicsAdvanced

Servers, transports, and the harder edges.

Cloud & Enterprise

Claude with Amazon BedrockAdvanced

Run Claude inside an AWS account.

Claude with GCP's Vertex AIAdvanced

Run Claude inside a Google Cloud project.

AI Engineering Fundamentals

The vendor-neutral craft that carries across every model and provider.

Python with AIBeginner

Your first real code, written with an AI at your side.

RAG SystemsIntermediate

Ground models in your own knowledge.

Structured Output & Tool CallingIntermediate

Turn model text into data and actions your code can trust.

Computer & Browser AgentsAdvanced

Agents that see a screen, click, and type, bounded properly.

Multi-Agent OrchestrationAdvanced

Coordinate many agents with LangGraph.

Fine-tuning & AdaptationAdvanced

Bend a model to your domain.

AI Safety & GuardrailsIntermediate

Red-team it, guard it, and ship it with confidence.

Evals & ReliabilityIntermediate

Prove it works, at scale.