- Background
Most of my work turns messy programme data into dashboards people can act on: readiness for electronic medical records across states and facilities, primary health care indicators, and maps that show where support is needed most.
Alongside that I build learning products, including Ulowe, a platform for hands-on, project-based learning. Deep Learning Lab grew out of the same question: what would a course look like if nothing were left for the learner to figure out alone?
- Why I built this
Course notebooks hold everything you need, but they ask a lot of the reader. I wanted every idea explained in plain English, drawn, animated and tried in a live lab; a question at the end of every section; and a daily review so it stays learned. This site is that, built from the course notebooks, with an AI tutor beside every lesson.
- This site
Deep Learning Lab is generated from the course notebooks: 8 modules and 41 lessons so far, 69 interactive labs, a checkpoint after every section and a daily review. An AI tutor sits beside every lesson. It is a plain static site, so it needs no account and keeps your progress in your browser. The source is on GitHub.