Study roadmaps

What to learn, in what order.

The same questions arrive every week. How do I get into AI? What maths do I actually need? Where does fullstack even start? These are the answers, drawn by hand, free to read and free to keep.

Opening the notes

Breaking Into AI

Start hereAIMachine Learning

Breaking Into AI

The whole path from nothing to shipping, drawn out by hand: the map, Python and data, the maths and statistics you actually need, classical machine learning, deep learning, and how to ship what you build. Six pages, free to read and free to keep.

August 20266 pagesAbdule Yousuf Hashi

Rather not do it alone?

The roadmaps are yours either way. Our courses cover the same ground with mentors, deadlines and a class beside you.

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