Education & Reference
ML Academy
Last updated 2026-08-15 · benchmark measured 2026-08-15 — deterministic & reproducible
ML Academy teaches machine learning through interactive, browser-based lessons at no cost.
Is ML Academy production-ready?
Legit.Show scores ML Academy 69 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on ML Academy (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Security. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 39/100
- Accessibility — 85/100
- Security — 25/100
- Privacy — 70/100
- Reliability — 92/100
- Standards — 85/100
- Discoverability — 85/100
What we measured
- No Content-Security-Policy and no HSTS.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 71 ms to first byte.
- Returns a proper 404 for unknown routes.
- 0 of 0 sampled routes reachable.
- Has a reachable privacy policy.
- Sets cookies / loads scripts with no consent prompt.
- Discoverable: sitemap, OpenGraph image, canonical URL.
Who it's for
Students · Machine learning beginners · Data science learners · Anyone wanting to understand algorithms
Pricing
Free
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