Linux kernel programming is the process of developing software that interacts directly with the Linux operating system's kernel. The kernel is the core part of the operating system, responsible for managing hardware resources and providing basic services to user-space applications. Linux kernel programming requires a deep understanding of operating system concepts, C programming, and Linux-specific APIs.