Last post I talked about how data scientists probably ought to spend some time talking about optimization (but not too much time – I need topics for my blog posts!). While I provided a basic optimization example in that post, that may have not been so interesting, and there definitely wasn’t any machine learning involved.
Right now, I think that the most exciting industrial applications of optimization are those that synthesize machine learning and optimization in order to obtain optimal personalization at scale.