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Courses · Level 1 Foundations

AI Without Code

Understand AI properly without writing a single line of code.

Available 13 chapters ~60 minutes One file, yours forever Works offline
What it is

Understand AI properly without writing a single line of code.

Every idea in this course is taught with something you can touch on the page, not a diagram you squint at. Tokens, context windows, temperature and sampling, and the big one — why the model is most convincing exactly when it has no idea what it is talking about.

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Narrated end to end

Press play and a teacher talks you through the whole build, with a read-along transcript that highlights as it speaks.

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Demos on the page

Working, offline interactives — not screenshots. When the narration says "try it", the thing is right there.

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One file forever

No account, no app, no subscription. It runs from a single HTML file and will still run in ten years.

Measured claims only

Every number is computed live on the page from inputs you can edit. Nothing is asserted that cannot be checked.

Who it is for

Written for people who will never write code and do not need to.

See how text becomes tokens, and why that explains so much odd behaviour

Know what falls out of a context window and when it will bite you

Understand temperature and sampling by moving the sliders yourself

Carry a capability map: great at, risky at, never for

Inside

13 chapters, the first four free

The free preview is not a teaser: those chapters are complete, and the paid chapters are physically absent from the preview file rather than hidden behind a script.

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Welcome — and the live demo

What this hour is, how to use the page, and the interactive demo you will keep coming back to.

FREE
01
Chapter 1

Part of the free preview — the full narration, page content and exercises, nothing held back.

FREE
02
Chapter 2

Part of the free preview — the full narration, page content and exercises, nothing held back.

FREE
03
Chapter 3

Part of the free preview — the full narration, page content and exercises, nothing held back.

FREE
04
Chapter 4

Narrated in full, with the on-page build and exercises for this idea.

PAID
05
Chapter 5

Narrated in full, with the on-page build and exercises for this idea.

PAID
06
Chapter 6

Narrated in full, with the on-page build and exercises for this idea.

PAID
07
Chapter 7

Narrated in full, with the on-page build and exercises for this idea.

PAID
08
Chapter 8

Narrated in full, with the on-page build and exercises for this idea.

PAID
09
Chapter 9

Narrated in full, with the on-page build and exercises for this idea.

PAID
10
Chapter 10

Narrated in full, with the on-page build and exercises for this idea.

PAID
11
Chapter 11

Narrated in full, with the on-page build and exercises for this idea.

PAID
12
Chapter 12

Narrated in full, with the on-page build and exercises for this idea.

PAID