Chapter 3 of 'Discovering Computers 2012' highlights the various categories and functions of application software, emphasizing its role in enhancing productivity across business, educational, and personal tasks. It differentiates various software forms, including web applications, and discusses essential features of widely-used programs such as word processors, spreadsheets, and presentation tools. Additionally, the chapter outlines the learning aids available for users to navigate application software effectively.