Decision Tree is a tree shaped algorithm used to determine a course of action. Each branch of the tree represents a possible decision, occurrence or reaction. Information Theory: Information Theory is the fundamentals of decision trees. In order for us to understand Decision Tree algorithm, we need to understand Information Theory. The…