The key components of a computer's CPU (Central Processing Unit) include the Arithmetic Logic Unit (ALU), which performs mathematical and logical operations, and the Control Unit (CU), which directs the operation of the processor by managing instructions and coordinating activities. Additionally, cache memory is crucial for speeding up data access by temporarily storing frequently used information. These components work together to execute instructions from programs and perform essential computing tasks.