Random Forest


Code: https://github.com/codebasics/py/blob/master/ML/11_random_forest/11_random_forest.ipynb
Exercise: Exercise description is avialable in above notebook towards the end
Random forest is a popular regression and classification algorithm. In this tutorial we will see how it works for classification problem in machine learning. It uses decision tree underneath and forms multiple trees and eventually takes majority vote out of it. We will go over some theory first and then solve digits classification problem  using sklearn RandomForestClassifier. In the end we have an exercise for you to solve.