My relationship with math is like with an ex: I don't know why I want to understand her, but I always come back.
Matrices are movements of space
Grab the red or green arrow and drag. The whole grid moves with them. This is linear algebra, and you will realize you get it in a minute.
Start with the first lessonWho this is for
You're curious how the math behind AI works, but a voice in your head says: I'm just not a math person.
I'm not either. Math never came naturally to me. I'm learning it now together with you, step by step, and I write it the way I'd want to hear it: no unexplained definitions, and pictures you can grab with your hands.
If I can get it, so can you. "Dumb" is just what we think of ourselves until we understand.
Where we're going
Four tracks, each building on the last. I'm learning them together with you, so I write the explanations the way I'd want to hear them.
Linear algebra
Vectors, matrices and what they do to space.
Calculus
Derivatives and gradients: how to know which way to go.
Probability
How to calculate with uncertainty.
Machine learning
Everything above, put together.
Colors tell you what matters
Every block type has its own color and its own shape. If you get lost in the text, just look for the yellow star.