Internal memory, referred to as primary memory, stores essential data for quick access during computer operation, including volatile types like RAM and non-volatile types like ROM. RAM is a temporary storage that allows for fast data access but loses information when powered off, while ROM retains data permanently and is used for boot instructions. Key characteristics of internal memory include limited capacity, high access speed, and cost considerations.