The key components of a computer's Random Access Memory (RAM) include addressable memory cells, memory controller, and bus interfaces. Memory cells store data temporarily for fast access, while the memory controller manages data flow between RAM and other components like the CPU and storage drives. Bus interfaces facilitate communication within the computer system. The primary function of RAM is to provide quick read and write access to active applications, allowing for efficient multitasking and enhanced overall performance.