Chapter 5 of the Java Learning Kit covers methods and modularity in Java programming. It introduces user-created methods, method parameters, and the concepts of top-down design and modular development. The chapter emphasizes the structure of method declarations, modifiers, and the process of parameter passing, along with practical exercises and learning outcomes for students.