This is my reference notebook for the mathematical ideas behind machine learning. If possible, I stack and contrast representations for an idea:
socratic dialogue |
… . Holding a lot of coupled, contrasting representations in your head makes for great learning.
Verbs > Nouns
I try not to draw artificial boundaries aka Probability, Linear Algebra, Decision Trees, but I do here because it's easier for everybody to search by common terms.
I invite you to annotate the page or ping me with your suggests. Over time, I'll add UIs that compress the information into a traversable carousel ride.
[...more coming soon]