Wavelet coefficients are the results of applying a wavelet transform to a signal, capturing both frequency and location information, which makes them highly useful for signal processing and data compression. They provide a way to analyze signals at various scales, offering a multi-resolution analysis that can reveal hidden patterns in both time and frequency domains.