Options for deploying R models in production

Question

There doesn\'t seem to be too many options for deploying predictive models in production which is surprising given the explosion in Big Data.

I understand that the

Answer 1

You can create RESTful APIs for your R scripts using plumber (https://github.com/trestletech/plumber).

I wrote a blog post about it (http://www.knowru.com/blog/how-create-restful-api-for-machine-learning-credit-model-in-r/) using deploying credit models as an example.

In general, I do not recommend PMML because the packages you used might not support translation to PMML.