I have enjoyed the author's other posts via his prismatic blog here. It's one of the most interestings blogs to follow with only a few posts so far. However, this article falls a bit short. It feels rushed out, which is understandable.

I think it would have been better if this was just the first part of a multi-article write up on ML. With this one being an intro and follow-ups on specific approaches.