title: What is the recommended method to transport machine learning models?
body: <p>I'm currently working on a machine learning problem and created a model in <em>Dev</em> environment where the data set is low in the order of few hundred thousands. How do I transport the model to <em>Production</em>  environment where data set is very large in the order of billions.</p>
  
  <p>Is there any general recommended way to transport machine learning models?</p>