Chapter 3 of 'Assembly Language for x86 Processors' covers fundamental elements of assembly language, including integer constants, character and string constants, as well as directives and instructions. It provides an overview of the assemble-link-execute cycle, data definition for various intrinsic data types, and examples of basic assembly syntax. Additionally, it highlights the importance of comments and labels in organizing assembly code.