Step 1: Understand the question.
We need the component that acts as the brain of a computer, running instructions and processing data.
Step 2: Identify it.
The Central Processing Unit (CPU) is the brain of the computer.
Step 3: What it does.
It runs the fetch-decode-execute cycle, does calculations and logic, and controls the other parts. It contains the ALU, Control Unit and registers.
Step 4: Rule out others.
RAM is temporary memory. The HDD is permanent storage. The motherboard connects parts but does not process data.
Step 5: Conclude.
The brain of the computer is the CPU.
Answer: Central Processing Unit (CPU)