[drwl]

^ this, especially the

> Oftentimes, you do need a solid theoretical/mathematical background. Most people seems to approach ML like they approach programming tools or libraries - learn just enough to get job done and move on.

I've been coming across this on HN front page and it's worrysome to an extent.