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Free, open-source interactive labs from Drivia Consulting. You read it, hear it, speak it back, type it out, and master it — with live visualizations, spaced repetition, and an AI tutor. No account required.
Most learning tools stop at reading. Ours engage five channels, because the things you can recall out loud and work by hand are the things that actually stick.
Clear, rigorous explanations — no fluff, real depth.
Every concept narrated, so it lands through more than one channel.
Say it back. A smart matcher scores your recall, not just keywords.
Work the problems. Live visualizations and an AI tutor when you're stuck.
Spaced repetition + mastery tracking bring it back until it sticks.
Each lab runs free in your browser — no sign-up, fully open source. Built and operated by the same team that takes on client engagements.
Linear algebra & the math behind machine learning
Live math visualizations, formula substitution you can step through, a speak-back recall loop, mixed quizzes, and an AI tutor that walks you through any problem.
Computer science, undergrad through graduate level
History, formal definitions, proofs, animations, code, and papers — structured into an animated, multi-modal lab that goes well past surface tutorials.
Developer vocabulary — 161 terms across 16 chapters
Dense engineering jargon translated into plain English with analogies, examples, and when-to-use guidance — then drilled with a speak-and-recall loop.
The labs are part of a wider body of open work — tools, pipelines, and writing that show how the firm thinks and ships.
An open-source alternative to OpusClip — automatically cuts long video into short-form clips. Full media pipeline, not an API wrapper.
View on GitHubFilm-once, distribute-everywhere: repurposes one recording into hundreds of scheduled short-form posts.
View on GitHubThe long-form thesis on distribution and system drift that frames how the firm thinks about building.
View on GitHubA sample of the production infrastructure powering Drivia's platforms — the kind of governance, reliability, and pedagogy tooling that ships in client work.
Context decays faster than data. Our founding thesis on distribution and system drift is published in the open — it's the lens behind how we build and ship.
The same engineering that makes these labs fast, interactive, and reliable goes into every system Drivia ships.