Chapter 4 covers control statements in Java, including increment and decrement operators, if and if-else statements, while and for loops. It explains how to construct control statements using relational operators, debugging error handling, and leveraging the Math and Random classes for operations. The chapter also highlights common logic errors in loops and best practices for design, testing, and debugging.