Theory vs Learning Models

A testimonial to easy data visualization and exploration.  I believe that data visualization should always be the first step to analytics. Which means it can often be all that is needed.  Even if you need to ultimately do something more complex to solve the problem, the initial exploration will allow you to improve and confirm the results.