Learn about the fundamentals of decision trees in this 33-minute lecture that provides a high-level overview of their structure and functional capabilities in machine learning applications. Explore what decision trees are and understand the various types of functions they can effectively represent, gaining essential knowledge for implementing these powerful predictive models.