In the realm of artificial intelligence (AI), data approximation pertains to the methodology of leveraging approximate data or models to formulate predictions and render decisions. This approach is frequently indispensable when dealing with voluminous datasets or intricate models, since the comprehensive processing and analysis of all data within a reasonable timeframe can pose significant challenges.
