Because when we sit down and think about a problem, when we take the time to not only understand what our feature space “is” and what it “implies” in the real-world — then we are acting like machine learning

scientists. Otherwise, we [are] just a bunch of machine learningengineers, blindly performing black box learning and operating a set of R, MATLAB, and Python libraries.The takeaway is this:

machine learning isn’t a tool.It’s a methodology with a rational thought process that is entirely dependent on the problem we are trying to solve.

Get off the deep learning bandwagon and get some perspective – PyImageSearch