Chapter 3 of "Introduction to Java Programming" covers boolean types and expressions, selection control statements such as if, else, and switch, and logical operators. It provides examples of basic programming tasks like creating an addition quiz and developing a BMI calculator, emphasizing error avoidance in if statements and correct syntax. It also includes guidelines for computing taxes based on different filing statuses.