Chapter 3 discusses functions in Python, covering their definition, advantages, and categorization into built-in, module, and user-defined functions. It highlights various built-in functions for type conversion, input, and mathematical operations, as well as the benefits of modularity and reusability. Additionally, it explains how to create user-defined functions and the concept of parameter passing, including positional, default, and keyword arguments.