Memory deallocation is the process of releasing previously allocated memory back to the system to prevent memory leaks and optimize resource usage. It is crucial for efficient memory management and is typically handled automatically by garbage collectors in high-level languages or manually in lower-level languages like C and C++ using functions like 'free'.