The Discrete Cosine Transform (DCT) is a mathematical technique used to convert a signal or image from the spatial domain to the frequency domain, which helps in reducing the amount of data needed to represent the signal. It is widely used in image and video compression, such as JPEG and MPEG, due to its ability to concentrate most of the signal's energy in a small number of coefficients, making it highly efficient for compression purposes.