Chapter 1 of William Stallings' book on computer organization and architecture introduces key concepts such as architecture, which refers to programmer-visible attributes, and organization, involving the implementation of these features. It outlines the functional view of computers including data processing, storage, and movement, alongside the structure of hardware components like the CPU. The chapter also provides an overview of topics covered in the book, such as computer evolution, memory, and input/output systems.