This state-of-the-art presentation critically surveys wavelet analysis as a tool for fundamental computational harmonic analysis problems in applied mathematics and electrical engineering. A selected range of topics and applications are addressed, including waveform analysis and sample applications to signals, denoising, fast numeral operations, and fast PDE solvers. 50 illus.