Combinatorics is significantly more difficult than the level of calculus required to understand "machine learning" (i.e. gradient descent). Also generating fun

Combinatorics is significantly more difficult than the level of calculus required to understand "machine learning" (i.e. gradient descent). Also generating functions are kind of combinatorics + calculus.