The DMA Controller (DMAC) is crucial for DMA operations as it manages the data transfer between the memory and peripherals, independently of the CPU. The DMAC coordinates the data transfer process, including setting up the transfer parameters, managing the actual data movement, and signaling the CPU upon completion.