Learn how to apply the ID3 heuristic for building decision trees in this comprehensive lecture, working through practical examples using small datasets to demonstrate the decision tree learning process. Explore the step-by-step application of ID3 heuristic principles and understand how this popular algorithm makes decisions in machine learning applications. Gain hands-on experience through detailed examples that illustrate the practical implementation of decision tree construction.