Everytime I read something like "learn ML" I think about learning some descendant of the ML programming language like OCaml, F# or Standard ML instead of machine learning.
In Wikipedia, your interpretation is the first result: https://en.wikipedia.org/wiki/ML
I have zero exposure to machine learning, but am immersed in FP so...