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Generalized linear models Exponential Family The theory of GLMs is developed for data with distribution given y the exponential family. The form of the data distribution that is useful for GLMs is

Introduction In this tutorial we will be using the iris data set in order to create a simple line-by-line beginners guide to 4 different supervised machine learning classification models with the aim of prediction iris species based on a set of variables.

R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.

Manipulate data with the tidyverse Using tidyr to reshape data frames Why “tidy” your data? Tidying allows you to manipulate the structure of your data while preserving all original information. Many functions in R require (or work better) with a data structure that isn’t always easily readable by people.

background Visualisation is the process of representing data graphically and interacting with these representations. The objective is to gain insight into the data. To work with ggplot2\index{ggplot2}, remember that at least your R codes must