Hands-on depth, without the setup headache
Skip the friction of installs and local tooling. Code it, simulate it, work through a concept step by step. You get immediate feedback and room to push things further.
Made for people who learn by doing. Those starting from zero, or anyone who has covered this ground before and would rather experiment immediately without spinning up an environment or rewatching anything.
Lessons are bite-sized and built to be touched, not just read. Start with a track that fits where you are; more are on the way across software, AI, and physical systems.
Available now
Pick a track. Each one is built for the browser: hands-on exercises, live feedback, and space to try things without breaking your machine. What you can open today is still a sneak peek, not the full lesson or exhibit lineup. More is coming.
Pilot track from the pixels up: indexing, crops, convolution, and edge detection, with real Python in the browser. The set of lessons is still growing.
Less sci-fi, more implementation. Spam, churn, fraud, recommendations, and more. Classical ML with scikit-learn and pandas in the browser.
Pilot GIS in the browser: maps, location, and spatial thinking with Python and live Leaflet. The lesson track is still filling in.
New tracks are in the works: software, AI, and physical systems. Check back as the catalog grows.
Visualize & explore
Interactive simulations and animations on engineering topics. No code to write: just interact, observe, and build intuition directly on the page.