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Hutsons-hacks

Hutsons-hacks

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

Tag: R

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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Roll up, roll up the NHS-R Community Conference 2021 is coming to town

PythonGary Hutson23/09/20210

The conference will be held virtually and will kick-off : Monday 8th of November – Wednesday 10th November Featuring: Main Conference Events. This will include more workshops, lightning talks and plenary sessions. And the week before we will have lots of hands-on workshops: Monday 1st November – Friday 5th November Series of workshops for all…

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R BlogsGary Hutson25/05/20210

Build and improve a Machine Learning Classification model with TidyModels and R

These set of tutorial arose through my desire to use as many machine learning packages as possible. My favourites still remain…
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…
R BlogsGary Hutson17/03/2021

Text Mining – Term Frequency analysis and Word Cloud creation using the tm package

Analysing the pre-conference workshop sentiments I think back to a post I put on the NHS-R community website, but never posted…
R BlogsGary Hutson17/03/20210

NHSDataDictionaRy webinar date and other brilliant webinars

This week is an exciting week. Why is this? Well an addition to the NHS-R communities packages has been launched –…
R BlogsGary Hutson10/03/2021

NHSDataDictionaRy package has arrived on CRAN

Thanks to the NHS-R community I have had time to work on another package, due to their pledge to get more…
R BlogsGary Hutson09/03/20210

A function to speed up and simplify writing to SQL Server databases in R

I had a recent enquiry on our NHS-R community slack channel about which package is best to work with larger datasets,…
PythonGary Hutson23/01/20210

Reticulate webinar – R and Python – a happy union

Wednesday (20th January 2021) myself and a colleagues Andreas kicked off the first webinar of 2021 for the NHS-R Community with…
R BlogsGary Hutson12/11/20204

NHS-R Community – Computer Vision Classification – How it can aid clinicians – Malaria cell case study with R

The NHS-R conference is coming up and I have been invited to speak for the third year running, I know hat…

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  • TidyModels or CARET – how they compare? 07/10/2021
  • Crash Course in R Model Deployment with Docker and friends 01/10/2021
  • Roll up, roll up the NHS-R Community Conference 2021 is coming to town 23/09/2021
  • Common mistakes we Data Scientists make 17/09/2021
  • Parallelisation of Model Evaluation and Hyperparameter Tuning in Sci Kit Learn 14/09/2021
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