Random forest in R using the tidymodels framework

The Random forest algorithm is one of the most used algorithm for building machine learning models. The random forest algorithm is a tree based algorithm that combines several decision trees of varying depth, and it is mostly used for classification problems.

Tidymodels for beginners

In this lesson you will learn all that you need to know about tidymodels to get you started with the framework

Predicting the result of a Virtual football match using tidymodels

Predicting the result of a virtual football game with SVM and random forest algorithms using the tidymodels r package