Importance of Data Modeling and Subject Matter Experts In Machine Learning

It is not only Google, Microsoft or Facebook that can afford such a system. It pays off to have an internal platform at hand where the engineer(s) can quickly test new hypothesis, try out or implement new algorithms, run anything from simple Bayesian classifiers to the more time consuming deep learning. And as we focus on narrow domains here, Andrew Ng, the chief scientist at Baidu recently said: "Most of the value of deep learning today is in narrow domains where you can get a lot of data."