Gary Hutson

DTPlyr – easier data.table for DPLYR users

R BlogsGary Hutson08/06/20210

Do you program in R and normally use DPLYR for data wrangling, manipulation or whatever term you call it? Have you heard all the hype about data.table and how this package can significantly improve the performance run time of your R scripts? Have you been meaning to get round to learning data.table and have never…

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…

R BlogsGary Hutson14/05/20210

Author: Gary Hutson

DTPlyr – easier data.table for DPLYR users

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

Deploying trained CARET Machine Learning Model with Docker and Plumber

NHSDataDictionaRy is back on CRAN

NHSDataDictionaRy – R package launch and how to use it

Feature encoding methods – the Pandas way

Deploying a CARET Machine Learning model as an API with Plumber

Creating Virtual Environments for Python Projects in VS Code

ConfusionTableR package has a new function

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