Given n-dimensional data that we can classify into various categories, we can use KNN to predict what class an unknown n-dimensional data-point falls into based on its proximity to the nearest K points.

- Given n-dimensional data that we can classify into various categories, we can use KNN to predict what class an unknown n-dimensional data-point falls into based on its proximity to the nearest K points.