Plumber – Hutsons-hacks

Crash Course in R Model Deployment with Docker and friends

R BlogsGary Hutson01/10/20210

I have put together a complete guide to model training, docker file creation and then consuming your API in R. This has arisen as part of a workshop the NHS-R community are doing around R in Production: show and tell, but instead of just making it local, I thought I would open up my part…

Deploying trained CARET Machine Learning Model with Docker and Plumber

R BlogsGary Hutson14/05/20211

I have been busy learning Docker, as it was one of those things I have been putting off for a while. But, I am so glad that I did. Essentially, I have gone through all the pain so you don’t have to. Building the ML Model and creating API with Plumber I can’t tell you…

R BlogsGary Hutson15/04/20210

Deploying a CARET Machine Learning model as an API with Plumber

I have deployed many models in my time working as a Senior Data Scientist and as a Principal Analyst at Nottingham…