R – Hutsons-hacks

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

R BlogsGary Hutson25/05/20210

These set of tutorial arose through my desire to use as many machine learning packages as possible. My favourites still remain tensorflow, caret, sci-kit learn and now TidyModels. Why TidyModels? Instead of replacing the modelling package, tidymodels replaces the interface. Better said, tidymodels provides a single set of functions and arguments to define a model. It then fits the…

Deploying a CARET Machine Learning model as an API with Plumber

R BlogsGary Hutson15/04/20210

I have deployed many models in my time working as a Senior Data Scientist and as a Principal Analyst at Nottingham University Hospitals. I have deployed into SQL, on client sites, in Node.JS and other types of deployment. This was the first time I used the Plumber library, and I loved it. How to deploy…

R BlogsGary Hutson17/03/2021

Tag: R

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

Deploying a CARET Machine Learning model as an API with Plumber

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

NHSDataDictionaRy webinar date and other brilliant webinars

NHSDataDictionaRy package has arrived on CRAN

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

Reticulate webinar – R and Python – a happy union

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

Confusion matrices – evaluating your classification models

Machine Learning Training – Draper and Dash Healthcare Predictive Analytics – Summer Discount