Loading OddsPlotty | Training a GLM to use with odds plot | Training the GLM using Caret | Visualise with OddsPlotty | Exposing the data frame | Using different themes with additional parameters | Training the Model with logistic_reg() TidyModels object | Visualising the TidyModels object with an OddsPlot

Installing the NHSDataR package | What datasets are included | Thyroid Disease dataset | Create TidyModels recipe to model the thyroid dataset | Data preparation | Split the data | Create a recipe with preprocessing steps | Getting modelling with Parsnip | Create the model workflow | Make predictions and evaluate with ConfusionTableR | Diabetes dataset | Heart disease prediction | Dummy encode the dataset | Long stayers | What's on the horizon?