Lossy compression is a data compression technique that reduces file size by eliminating some of the data. Unlike lossless compression, where the original data can be perfectly reconstructed, lossy compression involves a trade-off between file size and data accuracy. This technique is commonly used in multimedia files like images, audio, and video, but can also be applied in various fields, including epidemiology.