An exception is a problem that arises during program execution and can occur for reasons such as invalid user input, unavailable files, or lost network connections. Exceptions are categorized as checked exceptions which cannot be ignored, runtime exceptions which could have been avoided, or errors beyond the user's or programmer's control. The document further describes how to define, throw, catch, and handle exceptions in Java code using try/catch blocks and by declaring exceptions in method signatures.