Practical AI lessons and learning paths
Teaching a group? Adapt your first lesson with a complete example and a small trial.
Free lessons you can use or adapt. Start with AI Basics or choose one useful exercise. Learning paths are optional. No community membership is required to read these pages.
AI Basics
- 01 — What AI Can Do for You
- 02 — Choose an Assistant and Open a Chat
- 03 — Get Your First Useful Result
- 04 — Ask for What You Want
- 05 — Work Through a Problem with AI
- 06 — Give AI Text or a File to Work From
- 07 — Tell the Assistant How to Help You
- 08 — Set Up a Project for Continuing Work
- 09 — Check Your Work and Choose What Comes Next
Exercises
- Ex14 — Ad Copy Builder
- Ex10 — Board of Advisors
- Ex20 — Build a Personal Tool
- Ex21 — Codebase Explainer
- Ex13 — Competitive Landscape Map
- Customer Archetype Builder
- Customer Discovery Questions
- Customer Field Notes
- Ex06 — Decision Matrix Builder
- Ex23 — Decision Record
- Ex08 — Email Template Library
- Ex16 — Executive Briefing
- Ex05 — Finance Analyzer
- Ex19 — First Pull Request
- Ex18 — First Repository and Commit
- Ex07 — Industry Researcher
- Ex02 — Interview Coach
- Ex15 — Landing Page Brief
- Ex04 — LinkedIn Profile Optimizer
- Ex03 — Negotiation Simulator
- Ex17 — Presentation from Notes
- Ex09 — Project Brain
- Ex01 — Resume Tailorer
- Ex24 — Roadmap Builder
- Ex25 — Stakeholder Map and User Stories
- Ex12 — Venture Problem Hypothesis
- Ex22 — Workflow Library Builder
Everyday AI — Practical Examples
- Everyday AI — Practical Examples — Overview and Exercise Path
- Everyday AI — Practical Examples — Connected Exercise Path
- Everyday AI — Practical Examples — Transfer and Optional Reflection
- Everyday AI — Practical Examples — Reference at the Point of Need
Startup Foundations
- Startup Foundations — Overview and Exercise Path
- Startup Foundations — Connected Exercise Path
- Startup Foundations — Transfer and Optional Reflection
- Startup Foundations — Reference at the Point of Need
Digital Marketing
- Digital Marketing — Overview and Exercise Path
- Digital Marketing — Connected Exercise Path
- Digital Marketing — Transfer and Optional Reflection
- Digital Marketing — Reference at the Point of Need
AI Tools and Workflows
- AI Tools and Workflows — Overview and Exercise Path
- AI Tools and Workflows — Connected Exercise Path
- AI Tools and Workflows — Transfer and Optional Reflection
- AI Tools and Workflows — Reference at the Point of Need
Coding for Shippers
- Coding for Shippers — Overview and Exercise Path
- Coding for Shippers — Connected Exercise Path
- Coding for Shippers — Transfer and Optional Reflection
- Coding for Shippers — Reference at the Point of Need
Prompting and Workflows
- Prompting and Workflows — Overview and Exercise Path
- Prompting and Workflows — Connected Exercise Path
- Prompting and Workflows — Transfer and Optional Reflection
- Prompting and Workflows — Reference at the Point of Need
Product Thinking
- Product Thinking — Overview and Exercise Path
- Product Thinking — Connected Exercise Path
- Product Thinking — Transfer and Optional Reflection
- Product Thinking — Reference at the Point of Need