Road Map for Choosing Between Statistical Modeling and Machine Learning by/via @f2harrell

All hype aside, just because you can use machine learning doesn't mean you should. So how do you decide between statistical modelling and machine learning? Here's a look at the strengths and weaknesses of each approach.

I love this article which explains very clearly how to make the choice and the impact of either choice. Something to read and maybe even bookmark so you can refer back to it.