The lecture covers computer arithmetic and instruction sets, detailing how data is processed within the ALU and represented in various formats like sign-magnitude and two's complement. It explains the structure and elements of machine instructions, including opcodes, operand references, and the role of the control unit. The discussion also touches on instruction types, addressing modes, and control flow through branching and procedure calls.