If the data is garbage then it doesn't really matter how good your maths knowledge is, I challenge you to get a working "tank detection AI" when you are just training it on pictures of different cats.

The Nuclear Power industry is starting to think about stopping doing all designs on paper, maybe in a few decades they will have achieved this, sending a message that good data is the thing they should work on first isn't a bad idea.