This is complete bullshit. You really don't need any math to make these systems work. Being able to preprocess and scrape data and conduct rudimentary error analysis is far more important. And the math you generally need to know is trivial.

This is just gatekeeping bullshit. Most of the time the right answer is "collect more/better data".