An Arithmetic Logic Unit (ALU) performs arithmetic and logical operations on binary data. It handles tasks such as addition, subtraction, multiplication, division, and logical operations like AND, OR, and NOT. The ALU is a fundamental component of a CPU, enabling it to execute instructions and process data efficiently. It operates based on the inputs provided by the control unit and produces the desired output.