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Hutsons-hacks

Hutsons-hacks

HACKS, TIPS AND TRICKS IN R, Python and beyond…

Tag: Plumber

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…

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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…

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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…
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Most recent musings!
  • Building a TidyModels classification model from scratch and deploying with Vetiver 02/11/2022
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  • Python Virtual Environments and package dependencies with a requirements.txt – Hutsons-hacks on Creating Virtual Environments for Python Projects in VS Code
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  • A Package Of Machine Learning Datasets Has Arrived For R – MLDataR - AI Summary on A package of Machine Learning datasets has arrived for R – MLDataR
  • TidyModels hands on for the NHS-R community – building a supervised ML classification model from scratch – Hutsons-hacks on Deploying trained CARET Machine Learning Model with Docker and Plumber
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