Machine Learning Advice From Practice

Via O'Reilly, a nice set of Machine Learning practice observations (not really hard rules).  These are mostly technical, for data analytics practitioners.  Some good thoughtful insight I had not heard of.  From the blog: " ... ML in the Valley ... ML insight and lessons learned from industry practice ... ".  Worth a follow.  I like seeing rules of thumb gained from practice, often the best advice.