The computer component responsible for processing data is the Central Processing Unit (CPU). Often referred to as the "brain" of the computer, the CPU executes instructions from programs through arithmetic and logical operations. It consists of various components, including the control unit, which directs operations, and the arithmetic logic unit (ALU), which performs calculations. A faster CPU enhances overall system performance, impacting speed and efficiency across applications.