From first principles to deployment in a production environment including worked examples and easy-to-follow explanations

I have come across many articles on decision tree machine learning algorithms in Python across various mediums but they have always left me wanting more.

They either seem to leap in part-way through the process, or the code does not work when I apply it to my data or they omit important parts out of the process.

As I could not find anything to completely fit the bill I thought I would have a go myself which spawned the idea for this article.

#programming #data-science #machine-learning #python