Chapter 2 discusses data representation in computer memory, focusing on various numbering systems including decimal, binary, octal, and hexadecimal. It explains conversions between these systems and covers binary arithmetic, including one's and two's complement. The chapter also details digital logic components and various coding systems used in computing.