Discretization is the process of transforming continuous data or functions into discrete counterparts, which is essential for numerical analysis and computational simulations. It enables the application of algorithms that operate on discrete data, facilitating the analysis and modeling of complex systems in fields such as engineering, computer science, and statistics.