Artificial Intelligence (AI) has revolutionized the way we approach data analysis and predictive modelling. One of the most popular tools used in AI is the decision tree - an algorithm that helps us to understand how different factors can lead to complex outcomes. There are many different types of decision trees, each with its own advantages and disadvantages.