The CPU processes instructions and data to run programs, while the GPU renders graphics by performing calculations rapidly. CPUs interpret commands, and GPUs focus on graphics rendering. RAM is a type of volatile memory that allows information to be stored and retrieved quickly but loses data when powered off.