TidyModels hands on for the NHS-R community – building a supervised ML classification model from scratch
The inclusive NHS-R community have welcomed me to complete my webinar hat trick for this year. In this webinar I focus…
What a NHS-R Community Conference it was – simply wow!
The NHS-R Virtual Conference concluded this week and we have had a number of excellent speakers from the Health & Social…
TidyModels or CARET – how they compare?
People have been telling me not to teach caret anymore, albeit I do teach TidyModels as well. Their argument is that…
Crash Course in R Model Deployment with Docker and friends
I have put together a complete guide to model training, docker file creation and then consuming your API in R. This…
Roll up, roll up the NHS-R Community Conference 2021 is coming to town
The conference will be held virtually and will kick-off : Monday 8th of November – Wednesday 10th November Featuring: Main Conference…
Common mistakes we Data Scientists make
DISCLAIMER I am a data scientist and have made all these mistakes, but I have had the privilege of sitting on…
Parallelisation of Model Evaluation and Hyperparameter Tuning in Sci Kit Learn
Hello, it is me again for another post on how to make sci-kit perform at the top of its game. Amping…
Parallelisation of Sci Kit Learning Python Models
Learn how to speed up your models in Scikit Learn with parallel processing.
Creating and replicating an Anaconda Environment from a YAML file
I had the perfect environment for my setup and I want to potentially create another environment and add some additional packages,…
Training XGBoost Model and Assessing Feature Importance using Shapley Values in Sci-kit Learn
In this tutorial I will take you through how to: Read in data Perform feature engineering, dummy encoding and feature selection…