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raunaqbn merged 1 commit into from
Jul 26, 2026
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Feature complete course examples #2

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8 changes: 8 additions & 0 deletions README.md
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Expand Up @@ -100,6 +100,14 @@ product mockups.
Explore the live Player, course pages, source projects, and Studio artifacts in
the [HTML Docs showcase](https://www.html-docs.com/showcase).

### Complete course examples

| Course | What you will build and understand |
|---|---|
| **[Robot Learning, Gently](https://www.html-docs.com/courses/42078fdc-ed98-474a-907b-5322346dbf61)** · 12 lessons | Move from the observation–policy–action loop through imitation and reinforcement learning, action representations, world models, and VLAs—then apply the theory in a measured ANIMA-Kiwi capstone. |
| **[Build an LLM from First Principles](https://www.html-docs.com/courses/dda6b2c1-b6e5-4d35-b79b-9a6531b2260b)** · 11 lessons | Build the stack rather than treating it as a black box: scalar autodiff, embeddings, training diagnostics, causal attention, byte-pair tokenization, a decoder-only Transformer, and honest evaluation. |
| **[The Inference Company Founder’s Field Course](https://www.html-docs.com/courses/300c8242-3c75-4d2d-a406-9f0b93c8bd6d)** · 7 lessons | Choose a defensible wedge, build and benchmark a production-shaped serving MVP, model the economics, operate it under load, and apply evidence gates before pursuing custom silicon. |

Reproduction briefs and portable source ledgers live in
[`examples/`](./examples): codebase → course, website → document + video, and
research topic → course.
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6 changes: 6 additions & 0 deletions showcase/README.md
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Expand Up @@ -8,3 +8,9 @@ and reproducible source bundles from [`examples/`](../examples).
Animated README media is externally deployable and intentionally lightweight.
The Git repository keeps only short GIF excerpts and source manifests; full
narration masters, MP4s, and version bundles live with their hosted projects.

## Featured courses

- [Robot Learning, Gently](https://www.html-docs.com/courses/42078fdc-ed98-474a-907b-5322346dbf61) — a 12-lesson bridge from robot-learning fundamentals to an ANIMA-Kiwi capstone.
- [Build an LLM from First Principles](https://www.html-docs.com/courses/dda6b2c1-b6e5-4d35-b79b-9a6531b2260b) — an 11-lesson, build-first path from scalar autodiff to a trained and evaluated decoder-only Transformer.
- [The Inference Company Founder’s Field Course](https://www.html-docs.com/courses/300c8242-3c75-4d2d-a406-9f0b93c8bd6d) — a seven-lesson operating course spanning startup wedge, serving MVP, benchmarks, unit economics, production operations, and hardware gates.
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