A microprocessor's core internal components are the Arithmetic Logic Unit (ALU) for performing calculations, Control Unit for instruction sequencing and decoding, and Register Array for temporary data storage during execution. A microcontroller is a complete system-on-chip that contains a microprocessor plus memory and I/O peripherals, making it fundamentally different from basic microprocessor elements.