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ayhanfuat | on: A Visual Introduction to Machine Learning (2015)
This is from 2015. Both technically and conceptually it was ahead of its time.
mdp2021 | parent
It's a pity there seems not to be new (or other) material from Tony Hschu and Stephanie Jyee.

(Or can anybody find something more?)