This is wonderful. Thanks for posting this. As someone who took machine learning classes from both a computer science department and a statistics department I kind of always had in my mind what the author said in this article but I wasn't able to put it in words. Not to say anything against the statistics way to teach ML, I was much more comfortable in the class taught by a CS prof. I guess the CS way is much more amenable to beginners but others might have different experiences.