Lossy compression is a data encoding method that reduces file size by eliminating redundant or less critical information. Unlike lossless compression, which preserves all original data, lossy compression aims to achieve significant reductions in data size at the expense of some loss in quality. This technique is particularly useful in applications where perfect accuracy is not required, and minor compromises are acceptable.