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Hutsons-hacks

Hutsons-hacks

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

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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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R Learning – Tutorial 9 – Data Frame Functions

General musings!Gary Hutson24/01/20190

This will teach you how to apply functions to data frames:

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General musings!Gary Hutson17/08/20180

R Learning – Tutorial 28 – Data Visualisation – Working with chart axes

This will show you how to resize, move, change font, reverse order, and more…
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 27 – Data Visualisation – Three Dimensional Scatter Charts

These charts do not look particularly nice in R, but this shows an example of how they can be implemented:
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 26 – Data Visualisation – Two Dimension Density Plots

This shows how to create a two dimensional density plot:
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 25 – Data Visualisation – Stacked Area Charts

This has been included as an example of how to create a stacked area chart. The data to use for this…
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 24 – Data Visualisation – Line Charts

Learn how to visualise your data on a line chart, this does not go into the fundamentals of converting your dataset…
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 23 – Data Visualisation – Scatter Charts

Want to visualise the correlation between two variables, this is where the scatter chart comes in:
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 22 – Data Visualisation in R – Box and Whisker Plots

Learn how to create the box plot (shorthand for box and whisker plots):
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 21 – Data Visualisation – Bar Charts

Learn how to create everyone’s favourite chart – the bar chart:

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  • Python Virtual Environments and package dependencies with a requirements.txt 17/01/2022
  • A package of Machine Learning datasets has arrived for R – MLDataR 05/01/2022
  • TidyModels hands on for the NHS-R community – building a supervised ML classification model from scratch 16/12/2021
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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
  • Python Virtual Environments and package dependencies with a requirements.txt – Hutsons-hacks on Creating and replicating an Anaconda Environment from a YAML file
  • 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
  • venkat on OddsPlotty has landed on CRAN
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