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Learn AI by making.
Four free learning paths. Twelve practical lessons. Six evidence-based labs. No hype, hidden progress tracking, or pretend certification.
Learning paths
Choose the capability you want to leave with.
Each path is short enough to finish, specific enough to test, and complete enough to produce a reusable operating artifact.
Practical AI foundations
Finish with one testable AI use case and a boundary for using it responsibly.
3 lessons · 2 hours01PATH 02BuilderBuild a reliable AI assistant
Finish with a small assistant that cites its sources and knows when not to answer.
3 lessons · 3 hours02PATH 03OperatorAutomate a repeated workflow
Finish with a reversible workflow design that handles failure before it handles scale.
3 lessons · 3.5 hours03PATH 04AdvancedShip and operate an AI tool
Finish with a launch gate, operating record, and evidence-backed change process.
3 lessons · 4 hours04What counts as learning
Not a watched video. A visible result.
- 01Make an artifact
A job brief, source register, evaluation set, workflow map, or launch gate.
- 02Test the boundary
Use ordinary, awkward, missing, and prohibited cases before calling it useful.
- 03Show another person
Ask someone to inspect the evidence and repeat the work without your explanation.
Practice lab shelf
Short rehearsals for the parts that usually get skipped.
Open all six labsRewrite an AI capability claim
Turn an inflated product claim into observable inputs, behavior, output, and review.
25 minutesLAB 02Build a five-case evaluation set
Create a compact test set that makes ordinary success and important failure visible.
45 minutesLAB 03Create a source register
Give a small knowledge set ownership, authority, access, freshness, and removal rules.
40 minutesFrom learning to evidence
See how real projects were made.
Academy helps you practice. The Made by AI showcase documents completed builds, the people accountable for them, and the lessons they can share.
Explore Made by AI builds