This document reviews experimental approaches to analyze spin wave dynamics in ferromagnetic nanoscale structures. It describes recent developments in frequency- and field-swept spectroscopy to determine the resonant response of nanoscale ferromagnets. It also describes time-resolved measurements in the GHz frequency and picosecond time domains to analyze the relaxation of magnetization after microwave excitation. Examples are presented for analyzing and manipulating different mechanisms for the relaxation of magnetization into its ground state.