Assembly language is a low-level programming language designed for specific processor families, allowing programmers to write human-readable instructions that correspond closely to machine language. It provides maximum control over the computer's operations but is not portable and requires explicit detail in programming. Understanding assembly language offers insights into how programs interact with hardware, enables efficient execution, and is essential for time-critical tasks, although it also has limitations like difficulty in maintenance and readability.