Lesson 1
Understand what AI is doing
Distinguish a prediction, a generated draft and a verified fact.
Free lessons · No signup · Personal and business paths
Learn AI by doing
something useful.
Understand the basics, practice on an everyday task, and check the result before you use it.
These 12 original lessons give you one shared foundation with two ways to practice. Organize a personal goal, prepare a business checklist, or learn both. Each lesson includes an explanation, a worked example, an exercise and a self-check.
All lesson text is free. No paid tool is required for the written activities. Optional live demos use the existing free allowance. This beginner series is not a certification or an equivalent replacement for every course listed in our comparison.
A shared foundation. A result you can use.
Lesson 2
Compare options and understand uncertainty
Define a problem and avoid treating a prediction as certainty.
Lesson 3
Learn how models use data
Explain learning from examples and why a separate test matters.
Lesson 4
Choose a useful first AI task
Select a low-risk task with a result you can inspect.
Lesson 5
Give clear instructions and improve the result
Write a reusable request and revise it based on a specific weakness.
Lesson 6
Turn notes into useful summaries
Preserve meaning while shortening or organizing information.
Lesson 7
Create useful drafts without losing your voice
Use AI for options while retaining originality, accuracy and editorial control.
Lesson 8
Check claims before you use them
Find unsupported additions and verify consequential facts.
Lesson 9
Protect information and consider who is affected
Set boundaries for privacy, fairness and responsible use.
Lesson 10
Build a workflow with clear approval points
Describe what an agent may do and where it must stop.
Lesson 11
Decide whether AI actually helps
Compare quality, effort and cost using observed results.
Lesson 12
Complete a practical project and keep it current
Produce a reusable task package with evidence and limits.
Finish with your own task package.
Keep a task brief, a reusable prompt, an edited result and a checklist of what you verified. Use the printable practice sheet to record your work. Nothing is uploaded or saved to an account.
Try a live drafting demoWant more guidance?
Watch the existing free first-step video, explore Douglas Schumpert’s books, or ask a beginner AI question. Books are separate optional purchases. Business consultations have their own agreed scope and price.
See how these lessons cover common AI skills and where they stop.