If you hadn't included that last sentence I wouldn't have downvoted your comment. You can't just say "no offense intended" and then insult someone. Anyway, most of the people reading this are probably regular software developers that are interested in ML, not PHD holders in any field. It's obviously not written for academics at the leading edge of the field. And if something takes several years of dedicated study to master, it's challenging.